The flyer felt slick between Amelia's fingers, the glossy image of "Antonio's Authentic Italian" mocking her. She crumpled it, the sound a sharp crack in the sudden silence of the nearly deserted cafe. A vein throbbed in her temple. This couldn’t be happening. She'd practically lived on their pesto pasta.

Her breath hitched. She slammed her fist on the small, round table. The tiny ceramic cup rattled, nearly spilling the dregs of her lukewarm espresso. Twenty years. Twenty years of perfect tiramisu, of friendly chats with Antonio himself, of feeling like *family*.

She grabbed her phone, her thumb already hovering over the "call" button for Antonio. The words, when he answered, would be a torrent. She'd demand an explanation. She'd...she'd do *something*.

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