The publisher’s response, a form letter laced with polite platitudes, sat mocking on Clara’s kitchen table. She sat opposite it, her jaw tight, her chest constricted. She’d painstakingly crafted this story, dedicating every spare moment to its creation. The editor's dismissal felt like a personal insult, a deliberate assault on her abilities. She picked up a nearby pen and stabbed it repeatedly into the soft wood of the table, leaving tiny, angry indentations. Her breath hitched, shallow and rapid. She wanted to scream.

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