The news report flashed across the television screen. The local news anchor, with her bland smile, announced the upcoming demolition. The images of his childhood home, displayed on the screen, felt like a deliberate insult. He switched the channel, but the damage was done.

He threw the remote across the room, it crashed against the wall, leaving a mark. His breathing became shallow, rapid. He couldn’t seem to breathe right. He felt trapped in a suffocating bubble.

He stood up abruptly, pacing the room. He had to do something, anything. He began to search the internet, his fingers flying across the keyboard.

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