The editor’s polite, yet devastatingly final, words echoed in Clara’s mind as she stared at the empty coffee cup. The cafe, usually a haven of comforting noise, now amplified the silence, each ticking clock a judgment. Her hands shook, a tremor that ran from her fingertips to her core. She pushed the cup away, the sudden movement causing it to clatter against the table. She wanted to scream, to rip apart the floral tablecloth, to escape this suffocating feeling of failure.

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