He snatched the envelope, his fingers fumbling with the flimsy clasp. The card was cheap, the glossy finish already creasing under his pressure. “To someone special,” it read in a swirl of cursive that made his stomach churn. Special? The audacity! He tossed the card onto the counter with such force the ceramic fruit bowl rattled. Each piece of fruit seemed to mock him, their cheerful colours a blatant affront. He paced the kitchen, his steps heavy, a thunderstorm brewing behind his eyes. He grabbed his keys. He needed to *do* something.

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