The letter lay on the mahogany table, addressed to her. "The Sweet Surrender Bakery...Thank you for your patronage..." Her fingers twitched, as though they were about to tear the letter into shreds. She gripped her hands into fists.

She rose from the elegant chair, its delicate design now feeling flimsy and inadequate. The bakery, with its warm, inviting atmosphere, its perfect pastries... It was her happy place. The place she would spend many afternoons, just reading and enjoying the flavors.

She slammed the letter onto the table, the action snapping the room’s silence. It had to be a mistake. She wouldn’t allow it.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285