The air in the apartment felt stale, thick with unspoken words. He hadn't eaten, hadn't showered. The world felt coated in a film of dust. A shattering sound, a sharp crack, ripped through the stillness.

Across the street, old Mr. Peterson’s gnarled oak had finally succumbed to the storm. It lay sprawled across his lawn. He watched the scene with a dull, distant gaze, the only sensation the chill that ran down his spine. The air felt heavy, and the world seemed a little darker.

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