Chef Esme couldn't bring herself to go to the restaurant. She had called in sick, a feeble excuse for the hollowness that had consumed her after reading the critique. Her apartment, once a haven, now felt like a prison.

She stared out the window at the bustling city below, a world she usually found stimulating and alive. Today, it seemed distant, unreal. The sounds of traffic, the distant sirens—they were a constant drone that grated on her nerves.

She picked at a piece of dry toast, the only thing she'd managed to eat all day. The bitterness of the criticism lingered in her mouth, a taste she couldn't wash away.

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
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259