The flyer landed on Elara’s doorstep, a garish announcement of “Chef Lorenzo’s Lemon Tart” at the local farmer's market. Her stomach churned. The photograph showed a perfectly crafted tart, one that looked eerily like hers, the recipe she had shared with Lorenzo years ago when they were starting out.

She tore the flyer into shreds, her hands shaking. She paced the kitchen, unable to stand still. She felt a cold dread settle in the pit of her stomach, a heavy, sinking feeling that made her want to curl up and disappear. Each breath felt labored, the air thick and suffocating. She closed her eyes and the image of the tart remained, mocking her.

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