Maya slammed the door with more force than intended. The sound resonated through her small apartment, a sharp punctuation mark to the conversation she'd just had with Chloe. Across the country. Months of planning. A whole new life. Maya felt a knot tighten in her stomach, a sensation like all her muscles had decided to clench simultaneously.

She paced the length of her living room, her hands clenched into fists. She ran a hand through her hair, tugging at the strands. The framed photograph on the mantelpiece, a picture of her and Chloe laughing on a beach, seemed to mock her. The laughter, the easy companionship – all seemed threatened, vulnerable.

She kicked at a stray shoe lying on the floor. It skidded across the hardwood, the sound grating. She grabbed her phone, instinctively wanting to text Chloe, but hesitated. What could she possibly say?

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