The email notification on his phone was a simple, cruel jab. *Rejection.* He threw the phone across the room, the impact jarring his entire body. It shattered against the wall, the screen spiderwebbing into a million tiny lines.

He grabbed a heavy book from the shelf, his hands trembling. He couldn't think. He couldn't breathe. The air felt thin, like he was trapped in a vacuum. He considered throwing the book as well, but his head throbbed.

He sank to the floor, his back against the wall, the silence of the room amplifying the pounding in his ears. He wanted to be anywhere but here, trapped in this stifling, suffocating reality.

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