The air hung thick with the scent of sawdust and fresh paint. It permeated her house, a constant reminder of the chaos next door. She'd been trying to work, but every time the power saw started up, her mind would drift. She'd been staring at her screen for over an hour, yet she hadn't written a single word.

She stood, her body stiff. She walked to the window, the noise amplifying in the stillness of her apartment. The sun felt wrong, too bright. She turned away, feeling a strange emptiness.

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