The letter, neatly typed and signed by a lawyer, sat trembling in her hand. A fence. They were building a fence. She felt a cold, hard knot form in her stomach. It felt like a betrayal.

She tossed the letter onto the counter, the crisp paper falling with a disheartening thud. Her hands, usually steady, now fluttered nervously, picking at nonexistent threads on her sweater. She felt a deep, profound sense of…disquiet.

The world seemed to shrink, the bright colors of the kitchen fading to a dull gray. The thought of losing even a sliver of her yard, of the sunlight being diminished, of her peace being disrupted, filled her with a terrible dread. She poured herself a glass of water, the icy liquid doing little to quell the rising heat within her.

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