The fluorescent lights in the elevator hummed, a shrill, grating noise that felt like it was drilling into Mark's skull. He slammed his fist against the unresponsive call button again, the metal cold and unyielding against his skin. This was the third time he’d tried, and the lack of response was a tangible insult. He paced the cramped space, his tie now loosened and askew, the knot practically choking him.

He glared at Sarah, his coworker, who was calmly fiddling with her phone, seemingly unfazed. “Don’t you find this a bit… inconvenient?” he spat, the words laced with barely-contained fury. He wanted to scream. He wanted to kick something. He wanted to rip the doors off their hinges.

His jaw clenched so tightly he could feel the muscles strain. He ran a hand through his already dishevelled hair, leaving it standing on end. Three hours. Three hours trapped in a box with Sarah, the woman who always “forgot” to file the reports on time.

He felt his chest tighten, his breath coming in short, shallow gasps. He pressed his palms against the cool metal walls, trying to ground himself, but the metal just reflected his own simmering frustration back at him. This was not how he planned to spend his afternoon.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285