The news hit Martha like a physical blow. Her daughter, Emily, her bright, intelligent Emily, was going to become a Hare Krishna devotee. Martha felt a knot tighten in her stomach, a burning sensation that reached into her throat. She gripped her chest, gasping for breath. The room seemed to shrink, the walls closing in. She stared at Emily, her eyes wide, searching for a sign, a glimmer of the daughter she knew. The silence was deafening, broken only by the frantic pounding of her own heart.

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