The morning stretched before David, a vast, empty canvas filled with gray. His steps were heavy, each footfall a reminder of the leaden feeling in his chest. He feltโ€ฆ hollow, like a shell. He just wanted to disappear.

He arrived at the office, the building looking unfamiliar.

He noticed the name plate, "Dr. Susan Miller, LCSW." Susan, the girl who, in high school, had reveled in his insecurities, was now his therapist. His breath hitched in his throat.

"David, come on in. Have a seat," she offered, her voice soft but unnervingly familiar. David just wanted to leave.

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:
๐Ÿ˜ž0.368
ๆ— ๆณ•0.319
๐Ÿ˜”0.300
ใ„ใคใ‚‚0.270
์“ธ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259