The concert ticket lay discarded on the floor, a crumpled testament to her lost hopes. She’d been looking forward to seeing her favorite band. Now, the music seemed irrelevant. She sat on the couch, her gaze fixed on the blank television screen.

She felt a hollowness inside, an emptiness that seemed to spread through her entire being. Even the bright colors of the living room seemed to have faded, leaving everything in shades of gray. She picked up a remote control, with no intention of using it, simply to have something in her hands.

The sound of laughter from the apartment next door drifted through the walls, a painful reminder of the joy she felt unable to share.

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