"This is ridiculous!" she yelled at the empty room. Her voice cracked, betraying the strain she was under. The capsule sat on her kitchen table, a shiny chrome intruder. A constant reminder of her ignorance. She had no idea where it came from, or why it was here.

She grabbed a kitchen knife. The metal gleamed menacingly. She wanted to obliterate the thing, make it disappear. The memories, the secrets, the unknown life it contained. She slammed the knife into the top, the blade biting deep.

She pulled the knife free and repeated the action. Again and again. She ripped the lid open 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