He stared at the fish tank, the bubbles in the water mocking his anger. The shimmering scales of the goldfish seemed to wink at him, as if they knew. This was the final straw. He had tried, he had attempted, to be understanding.

“You didn’t even ask me!” he yelled, the words catching in his throat. His apartment, once a haven of calm, now felt like a cage. He couldn’t breathe.

He snatched the aquarium net and slammed it against the glass, making the little fish scatter. His jaw clenched, and he fought to calm the rapid thrum of his pulse. He began to pace back and forth, needing to move, to do anything.

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