The aroma of freshly brewed coffee, a comforting scent for Daniel in the mornings, now repulsed him. He sat at his kitchen table, staring blankly at his untouched breakfast. The accusation, written in formal, impersonal language, rested beside his plate.

He pushed the food away. He felt a deep weariness, a profound sense of helplessness. His shoulders slumped. The morning light filtering through the window seemed too bright, too harsh.

He remembered the late nights, the pressure to keep up with his peers, the temptation to take shortcuts. He felt a deep sense of regret. He just wanted to go back to sleep.

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