The elevator ride felt impossibly long. The silence, broken only by the hum of the machinery, amplified the tension. By the time the doors opened on his floor, he was already coiled, ready to explode.

He ripped the notice from his door, his fingers trembling. The words "Condominium Conversion" burned into his mind. He wanted to rip it to shreds, to deface it, to make it disappear.

He flung the paper across the room, watching it flutter to the floor. The sound of his own breathing filled the apartment, a ragged, uneven rhythm.

He felt a sudden and overwhelming urge to escape, to run, to leave everything behind. The walls seemed to be closing in, suffocating him with their silent threat.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. 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 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260