The letter lay open on the kitchen counter, the stark black text a direct affront. "Sunset Grill...permanently closed." Margaret felt a chill despite the warmth of the room. A tightness seized her throat, making it difficult to swallow.

She crumpled the paper in her hands. Sunset Grill was more than just a place to eat; it was a repository of memories. Her late husband, George, had loved their fish and chips. She couldn’t believe this was happening, that a piece of her past was vanishing.

She grabbed her coat, not even bothering to think about where she was going. She needed to *see* it.

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