The band played a peppy pop song, the beat a relentless reminder of the vibrant celebration he was supposed to be a part of. He'd retreated to a secluded corner, the cheerful chatter a constant irritant. His jaw was clenched, his shoulders slumped.

He saw her, Olivia, looking stunning in a shimmering dress, her eyes sparkling with happiness. The way she moved, the way she interacted with everyone, seemed impossibly bright.

His chest constricted. He wanted to say something, anything.

She noticed him and approached. β€œHey, Mark,” she said, her voice measured.

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