The vibrant colours of the art studio seemed to have faded. Olivia stared blankly at her easel, the canvas untouched, the brushes lying idle. The automatic pet feeder, her innovative solution, had been rejected. Someone else, a well-funded company, had already patented it.

A knot formed in her stomach, a physical manifestation of her despair. She felt a profound sense of discouragement, a crushing weight that made it difficult to breathe. The scent of turpentine, usually a source of comfort, now seemed to intensify her feelings of emptiness. She wanted to scream, to lash out, to destroy something.

She walked away from the canvas, the feeling of defeat hanging over her like a heavy cloak.

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