The sterile, metallic environment of the elevator felt like a pressure cooker to Olivia. She could feel her heart hammering against her ribs, a frantic rhythm against the backdrop of silence. Each breath was shallow, each exhale a frustrated sigh.

She shot a piercing glance at her coworker, George. His attempt at a joke was met with a glare that could freeze fire. She wanted to hit something. She wanted to destroy something. She felt the urge to lash out at the nearest available target.

"Just… stop talking," she managed to say, her voice barely above a whisper. The words were a warning, a desperate plea for silence that she knew wouldn't be heeded.

She began to pace, her movements stiff and jerky. The lack of movement, the lack of control, it was eating away at her. Her hands were clenched into fists, the knuckles white. She was trapped, and that thought alone was enough to ignite the flames within.

She imagined herself outside, free. She imagined the air, the sun, the feeling of space. The thought only intensified her sense of confinement and her resulting inner turmoil.

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