"Oh, isn't that sweet?" Myra's aunt gushed, pointing at a photo on her phone. It was a selfie of her friend with a tattoo on her arm of the delicate, watercolor hummingbird Myra had painted. A wave of nausea churned in her.

Myra’s chest tightened. She hadn’t even realized she had fans. The meticulous details, the subtle shifts in color, now rendered as a superficial adornment. She wanted to scream.

She excused herself from the room, needing air. The house felt suffocating. The joy of the afternoon was replaced by a hollow ache. She needed to be alone.

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