The doorbell's chime was a shrill intrusion. *Not now.* Sarah took a deep, shaky breath, smoothing her dress. The delivery man, already halfway down the stairs, left the bouquet at her feet. No card. Just…flowers.

She crouched down, her fingers tracing the delicate petals of a single, vibrant yellow sunflower. A flash of heat radiated through her, a burning sensation in her chest. Everything felt suddenly too bright, too loud. She stood abruptly, kicking the door shut.

She paced. The hardwood floor creaked beneath her restless steps. Where was he? Why? Her thoughts spiraled, each query a painful knot in her gut. She reached for the vase, then abruptly turned, throwing the flowers into the trash. The plastic crinkled, an unsatisfactory sound.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296