The crisp white envelope felt like a brand in Elias's hand. He turned it over and over, scrutinizing it, as if the lack of a name held some vital clue. He slammed the mailbox door, the metal singing a jarring tune. His heart hammered in his chest, a frantic drumbeat against his ribs. He stalked back inside, the floorboards groaning under his weight. He ripped the card open, the paper tearing with a vicious sound. The message was generic, banal. He wanted to break something, anything. He didn't want to think about *why* this card, with its smiling faces, had landed in his box.

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