"Just a few words," they’d asked. But for Liam, those few words felt like climbing a mountain. He sat in the corner of the restaurant, nursing a lukewarm coffee. The tablecloth felt rough beneath his fingertips.

He watched his father, beaming and surrounded by well-wishers. A hollow ache formed in Liam's chest. He felt removed from it all, observing the scene through a thick pane of glass.

His own reflection in the window seemed unfamiliar, a stranger with a strained expression. He avoided eye contact, his gaze drifting from one object to another. He felt a profound sense of disconnection, like the world was spinning faster than he could keep up with.

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