The delivery driver, a young woman with a bored expression, had barely managed a "here you go" before she turned and left. The carnations, a garish shade of pink, screamed "fake" just like he did. No card, of course.

She stared at the flowers, a bitter taste rising in her mouth. Her fingers twitched. She wanted to scream, to shatter something. The air in her small apartment felt thick, cloying. She ran a hand through her hair, the movement jerky and desperate.

She marched to the sink, her steps heavy. She turned on the faucet, the water gushing into the basin. She seized the flowers, ripping the cellophane, and shoved them under the running water, watching the color bleed away.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296