The pristine file folders were arranged alphabetically by subject, the labels in his mother's meticulous handwriting. Math, History, English, even Gym – each folder was overflowing with his past. He ran a hand through his hair, his fingers tangling in the strands. A pulse hammered behind his eyes.

He imagined her, hunched over these papers, her face illuminated by the soft glow of a lamp, carefully arranging and preserving these documents. The thought made his stomach clench. He didn't want this – to be watched, to be curated, even in memory. He wanted to disappear from her view. He needed to escape.

He slammed the file cabinet door shut with a resounding clang, the metallic echo ricocheting around the room.

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