A chill settled in around David as he scrolled through the friend request. Sarah, his tormentor from high school. He’d spent years meticulously avoiding her and any connection to the past. The knot in his shoulders tightened. He felt every ache of a long, unproductive day. He'd been lying on his couch for hours. The blinds were drawn, and the apartment had a stale, unused scent.

He ran a hand through his hair, the gesture weary. He wondered what she wanted. An apology? A chance to reconnect? Or, the cynical thought gnawed at him, just a casual nod of acknowledgment of his existence? The weight of their shared history pressed down on him, making it hard to breathe. He let out a long sigh, and the image of her, forever etched in his mind, stayed.

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