The ramen tasted like cardboard. Rain hammered against the window, blurring the already dismal view of the campus quad. Sarah poked listlessly at the noodles, the steam doing little to warm her. She'd been feeling this way for days, a heavy weight pressing down on her chest.

A sudden knock startled her. "Hey, you in here?" Mark, her roommate, poked his head in, a sheepish look on his face. He held her journal, the cover slightly askew.

β€œWhat is that?” she asked, her voice flat, the corners of her mouth twitching. She felt a familiar hollowness in her stomach.

β€œUh, nothing,” he mumbled, quickly setting the book down. He busied himself at his desk, avoiding eye contact. A wave of exhaustion washed over her. She knew.

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259