The discovery struck him with the force of a physical blow. A secret room, packed with file cabinets, crammed with his schoolwork from kindergarten to graduation. His breath hitched in his throat. He felt trapped.

He moved through the room, his movements jerky and uneven. He ran his hand along the cool metal of the cabinets, then pulled a drawer open. Inside, neatly organized, were his elementary school art projects, his middle school science reports, his high school transcripts. The implications of this were immense.

He turned, wanting to flee, to escape this monument to his youth, his failures, and his mother's impossible surveillance.

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