He stared at the email, the words "Grade: D" a malevolent neon sign blinking in his inbox. A cold knot twisted in his stomach. He felt a sudden, inexplicable urge to break something, to obliterate the source of this…this…disappointment. He slammed his fist on the desk, the impact jolting his arm.

He pushed back from his chair, the squeak of the wheels echoing in the sudden silence of his room. He needed to leave, to get away from the oppressive atmosphere of his failure. He grabbed his keys and jacket, the movements jerky and uncoordinated. The world felt blurry, the air thick with unspoken accusations. He had to breathe.

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