The phone vibrated violently in his hand, a discordant buzz against the quiet afternoon. He glared at the caller ID: "Agnes Next Door." He let it ring, again and again. Each ring was a tiny hammer blow against his sanity. She wanted *what*? His prized rose bushes? To dig up his meticulously planned flower beds? Unbelievable.

He clenched his jaw, the muscles in his face knotting. He pictured her, that simpering smile, that annoying habit of commenting on everything. He felt his pulse thrumming in his temples, a frantic rhythm that mirrored his inner turmoil.

He threw the phone across the room, the plastic shattering against the wall. He needed to get out. He needed to *move*. He needed to escape the suffocating presence of Agnes and her outlandish requests.

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