The rain hammered against the windows, mirroring the insistent drumming in David's head. He poured himself another glass of whiskey, the amber liquid doing little to soothe the knot of tension in his stomach. He hadn't been sleeping well lately, and his appetite had vanished. He was looking at his wife’s email, seeing about a recent purchase. It led him to a file she hadn’t mentioned, one concerning a savings account. It was a secret account, with a balance far larger than he'd imagined.

He felt a sudden, inexplicable anger, a cold fire that burned through his chest. He took a long, slow sip of the whiskey, watching the rain blur the lights of the city outside. The room felt suddenly small, suffocating.

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