Liam stood in the kitchen, staring at the perfectly clean countertops. He’d spent the entire morning scrubbing, trying to banish the feeling that clung to the air. It didn't work.

The house, once a beacon of hope, was now… soiled. A drug-related incident had occurred here years ago, the details… unpleasant. The details he didn't want to know.

He ran a hand through his hair, a gesture of exhaustion. He couldn't seem to shake the feeling of wrongness, the sense of something… broken. The sterile brightness of the kitchen felt like a lie.

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