The card was a smear of floral print against the metal. Sarah ripped it from the mailbox, the flimsy paper tearing slightly as she yanked. A quick, furious glance confirmed it was her birthday. Another one. She jammed the card between her teeth while fumbling with the keys, a sharp, bitter taste flooding her mouth.

Inside, she flung her keys onto the counter, the clatter echoing in the otherwise silent apartment. The silence felt oppressive, suffocating. She tore the card in half, then into quarters, then into tiny, useless confetti. The paper scraps landed on the floor, unnoticed.

The microwave beeped, announcing the end of its programmed cycle. Frozen dinner. Another birthday. She stabbed at the plastic film with a fork, the tines digging in with unnecessary force.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273