The letter felt like a slap in the face. After all the years of silence, after the painstaking effort to rebuild his life, his ex-friend had the nerve to send a flimsy apology. The words swam before his eyes, a mocking jumble. He crumpled the letter, the paper crinkling like a scream trapped in his hand. The weight in his chest was so intense, it was hard to breathe.

He slammed his fist against the wall. The impact sent a jolt of pain through his arm. He needed to get away, to find a place where he could finally unravel. He ripped his car keys from the hook and stormed outside. He drove, not knowing where he was going, the radio blaring, trying to drown out the voice of resentment that raged inside his head.

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