The child’s artwork was placed on the refrigerator with magnetic letters spelling out the name, "Mister Snuggles." A wave of heat flushed through Clara's chest. She felt a burning sensation in her stomach. That cotton-candy pink, the oversized button eyes... it was all too much.

She ripped the drawing down, crumpling it into a tight ball. “I can’t believe this!” she muttered under her breath, pacing the living room. Her hands trembled, her throat constricted, and she felt as if she was about to pass out.

"Mommy said he's nice!" her five-year-old nephew chirped. The boy was holding another, similar drawing. Clara had to get away, she thought.

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