He shuffled across the worn linoleum floor, each step heavy with the weight of the day, of everything. The apartment felt colder than usual, even with the thermostat cranked up. The shadows clung to the corners, intensifying the feeling of isolation. David had spent the last hour staring at the ceiling, wondering when the feeling would lift.

A particularly loud clanging noise ripped through the silence, making him jump. He peered through the peephole to see a tow truck wrestling his old pickup truck onto its bed. Fury flared, but quickly subsided, replaced by a dull ache. It felt like another shove, another weight on the already overburdened scale of his life.

β€œHey!” he rasped, stumbling outside in his slippers. The tow truck driver, oblivious, just kept working. The truck engine revved. He was too late. He slumped against the building, the air suddenly thick and hard to breathe.

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