The air in the apartment felt stale, just like the stale truth the list held. *Learn to play the piano.* *Visit the Grand Canyon.* *Find true happiness.* The list felt like a deliberate slight. Her father, a man of routine and predictable moods, wanting all these things?

He slammed the list onto the table, the sound echoing in the empty apartment. He wanted to shatter something, to destroy this charade of a list.

He paced the room, his fists clenched at his sides. The grief was a black hole, and the list only deepened the feeling.

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