The world felt muted, like she was viewing it through a thick layer of frosted glass. Sarah picked at the frayed edge of her sleeve, her fingers restless. The to-do list lay neglected on the table. Each item seemed insurmountable, a mountain she didn't have the energy to climb.

She had been avoiding this for weeks, but the weight on her chest was getting unbearable. She needed help, and her appointment with the new therapist was today.

She was surprised to see her childhood nemesis, Brenda, a therapist. Brenda, who used to make her life so hard in high school. "Sarah, come in," Brenda said. Her voice was warm, but a knot twisted in Sarah's stomach.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259