The afternoon sun, ordinarily a source of comfort, now seemed to glare down on Maya with malicious intent. The rejection email, its carefully crafted language designed to soften the blow, sat open on her laptop screen, a constant, unwanted reminder.

She snapped the laptop shut with a decisive click, the sound echoing in the silent room. She needed air. She needed to escape. She grabbed her keys and bolted out the door, the abruptness of her movement leaving her momentarily breathless.

She strode down the street, her pace quickening with each step. She needed to outrun this feeling, to leave it behind. The world, usually vibrant and alive, now seemed muted, colorless, a pale reflection of her own internal turmoil.

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