The letter lay open on the worn kitchen table, the words blurring before her eyes. The legal jargon, the formal tone – all of it amplified the sting of betrayal. Her mother's affair. Her half-brother. The new reality felt like a cheap magic trick, suddenly transforming her predictable life into a chaotic stage show. She pushed back her chair, the legs scraping against the linoleum. She walked to the sink and turned on the faucet, letting the cold water run over her hands, trying to wash away the feeling of violation that was crawling up her neck.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205