The vibrant music from the party did little to lift the heavy cloak that had settled over Daniel's shoulders. Everyone seemed cheerful, laughing, celebrating the end of the semester. He stood in the corner, nursing a drink he hadn't touched. The news of Ethanโ€™s move hung over him.

He watched the couples dance, their carefree movements a painful contrast to his own stillness. The room pulsed with energy, but it felt distant, as if viewed through a thick pane of glass.

He excused himself, slipping out of the party and into the night. The cool air offered no comfort, only a sharper, more defined sense of loneliness. He started walking, not knowing where he was going.

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