"Uninspired… predictable… lacking nuance." The phrases echoed in Maya’s head, mocking her. She crumpled the newspaper in her fist, the crinkling sound grating on her nerves. The critic had called her restaurant, "a culinary graveyard." She slammed the paper onto the table, the force making the silverware jump. A fine sheen of sweat coated her forehead, despite the cool air conditioning in the empty dining room.

She paced the length of the room, her steps quick and agitated, like a caged animal. Every detail – the carefully chosen artwork, the linen napkins, the meticulously arranged floral centerpieces – suddenly felt cheap, futile. She chewed on her lip, a habit she'd long abandoned, the taste of blood a bitter counterpoint to the sweetness she’d always strived for in her food.

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