Her lips thinned into a tight line as she reread the words. The letter, found tucked inside a childhood diary, was a confession of unrequited love. The awkward phrasing, the adolescent drama, the sheer *embarrassment* of it all! She felt a flush rising up her neck.

She tossed the letter onto the bed, the action creating a small gust of air that stirred the dust motes. She got up and began pacing the room, feeling a restless energy coursing through her.

She snapped her fingers, a sharp, impatient sound. She needed to do something, anything, to distract herself.

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