He slumped onto the sofa, the familiar cushions offering no solace. A deep sigh escaped his lips, a sound of profound weariness. The apartment he had once meticulously maintained now felt like a cage, the walls closing in on him.

β€œDinner’s almost ready, Liam,” his father called from the kitchen. The scent of roasted chicken, usually a signal of comfort, felt like an anchor, holding him to a reality he didn't want to face.

He picked up the remote, mindlessly flicking through channels. Nothing seemed to hold his attention, each program a flicker of distraction before the heavy feeling returned. His shoulders ached with a burden he couldn't name.

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259