The vibrant colors of the yard sale blurred around Elena. Her vision swam. It couldn't be. There, on a table cluttered with chipped mugs and tarnished silverware, sat the familiar, slightly lopsided bear. *Hers.*

She remembered the countless adventures they'd shared, the secrets whispered in the dark. It felt like a fresh wound.

She approached the woman, her voice shaking. “Do you know where this bear came from?” she asked, her voice barely a whisper. The woman shrugged and then pointed at the house next door.

Her throat constricted. She struggled to breathe. The house. The house of her childhood.

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