The phone slipped from Amelia’s suddenly nerveless fingers, the screen smacking against the hardwood floor. It didn't break, but the sound, sharp and hollow, was the least of her worries. Her friend, Sarah, had just confirmed the cancellation: the party, her party, was off. A tidal wave of heat flooded her chest, choking her. She wanted to scream, to lash out, but the words were trapped, useless. She stalked to the window, knuckles white as she gripped the frame, staring at the cheerful, oblivious world outside.

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