The old house felt oppressive, the air thick with the scent of mildew and decaying wood. Sunlight, weakened by the grime on the windows, barely penetrated the interior. He found the time capsule in the basement, buried beneath a pile of cobwebs and discarded junk. He felt a cold rage settle over him like a shroud.

He ran a hand through his hair, leaving streaks of dirt on his forehead. This was an affront. A personal attack on his already frayed nerves. He kicked at a loose board, the wood splintering under the force. He would not be pushed around.

He picked up the capsule and carried it outside. He dropped it hard, slamming it against the driveway. He wanted to see it break, to watch the past be destroyed. He stomped on it, his foot a blunt instrument against the metal.

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