The card was a smear of saccharine sweetness against the grim backdrop of the day. Sarah ripped it from the mailbox, the flimsy paper tearing slightly as she wrenched it free. Who? Who would send this saccharine garbage? Her jaw clenched so tightly her molars throbbed. "Happy birthday," it chirped, the generic font mocking her. She crumpled the card in her fist, the paper crackling like a dying fire. Empty promises. Insincere sentiments. Just… *irritating*. She slammed the mailbox shut, the metal echoing a hollow thud in the otherwise silent street.

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