The world swam as Jackson stared at the open journal. He felt his pulse thrumming against his temples. A cold sweat erupted on his skin, despite the cool air in the room. His roommate, Mark, was lounging on his bed, earbuds in, seemingly oblivious. Jackson felt a pressure building in his chest, making it hard to breathe.

He wanted to tear the pages from the binding, shred them into tiny pieces. He clenched his fists, nails digging into his palms. The air tasted stale, like something rotting. He had poured his heart onto those pages; now, they were defiled.

He walked over to Mark, his steps deliberate and heavy. He ripped out the earbuds. “What did you do?” he demanded, voice low and dangerous.

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