A wave of heat crashed over Maya as she walked into the room. The air was thick, suffocating. The room, usually a comfort, now felt like a cage. Her journal, lying open on the bed, taunted her with its vulnerability. She saw the familiar scrawl of a page she hadn't turned to. It was a private space, violated.

Her roommate, Chloe, was humming at her desk, blissfully unaware of the storm brewing. The casual cheer in her voice grated on Maya's nerves. She considered grabbing the journal and shoving it in Chloe's face. The thought brought a strange, satisfying tremor to her hand.

"Did you... did you read my journal?" Maya asked, her voice tight, barely above a whisper. The question felt like an accusation, each word carefully measured and heavy. Chloe looked up, her smile faltering, and the world seemed to shift on its axis.

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