The office felt stifling. The air conditioning was on full blast, yet Maya felt a heat rising in her neck, a flush of anger. She’d meticulously planned this, a casual encounter at a work function, a chance to reconnect with Chloe. She'd crafted the perfect opening line, referencing a silly shared secret from their youth. Chloe had just looked at her blankly. "I'm sorry, I don't think we've met."

Maya felt a stinging in her eyes, a sudden, inexplicable urge to cry. Her carefully constructed facade of composure crumbled. She excused herself abruptly, muttering something about a phone call. She needed to escape, to be alone, to breathe. The elevator doors closed with a finality that mirrored the death of a cherished memory.

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