The constant hum of the air conditioning made Maya's teeth ache. She ran a hand over her face, scrubbing at the fatigue that etched itself onto her features. Her friend's birthday party. She was supposed to be there to celebrate. She slumped in her seat, defeated.

A coldness seeped through her, making her shiver despite the stuffy air. She wanted to scream. She wanted to yell at someone, anyone, to make the world stop. The laughter and chatter surrounding her felt like a cruel symphony of normalcy, mocking her predicament.

She pulled her knees to her chest, trying to make herself smaller, to disappear from the world. Her heart pounded against her ribs, a frantic rhythm of disappointment and regret. She closed her eyes, wishing she could just wake up and it would all be okay.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290