Rain lashed against the window of the coffee shop, mirroring the tempest within Clara. A photograph had been sent to her. A terrible photo of someone’s arm, bearing an exact copy of her ‘Crimson Bloom’ linework. The image, now permanent.

Her fingers drummed a frantic rhythm against the table. She ran her hand through her already messy hair, leaving it standing on end. Her jaw was tight, muscles straining.

The barista asked if she wanted a refill. "No!" she barked, then, immediately regretting her outburst, she lowered her voice. "No, thank you."

She picked up her phone, scrolling through the image again. The blatant theft gnawed at her. She would have to go find the person. She was determined to have some words.

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