The tiny, cramped apartment felt like a cage. Sunlight, a cruel intruder, streamed through the window, highlighting the dust motes dancing in the air. He’d been cooped up for days, avoiding calls, avoiding people. He had needed this specific, first edition of Hemingway. He'd been searching for it for years. Now, it was just another disappointment.

He tore at the spine of the book, frustrated by its resistance. He needed to *do* something, anything, to release the tension that coiled in his gut.

A slip of paper fell out. He picked it up, barely able to read the rushed, frantic handwriting.

*I still dream of you.* He crumpled the note, threw it at the wall, and screamed.

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