"No," she said flatly, the word a clipped dismissal that barely escaped her lips. The organiser on the phone, a chirpy, relentlessly upbeat voice, continued on, but she stopped listening, her mind a whirlwind of frustrated thoughts. She wanted to scream. She gripped the phone so hard her knuckles were white. The meticulously planned playlist, the carefully chosen venue, the guest list of people she loved -- all down the drain. She hung up, the abrupt click a sound of finality that did nothing to soothe the tension knotting in her stomach. She needed a drink. Immediately.

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