Rain lashed against the window of Maya's dorm room, mirroring the tempest inside her. She tossed the paper, a bright red 'C-' scrawled across the top, onto the cluttered desk. The assignment, a paper she'd poured hours into, felt like a lead weight in her stomach. A sigh escaped her lips, heavy and listless. She pushed away from the desk, the chair scraping against the floor, and began aimlessly pacing the small space. Each step felt labored, each breath shallow. She stared out at the gray sky, the world outside matching the dull ache in her chest.

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