The car keys felt like lead in his hand. He’d planned to go for a walk, clear his head. But the sounds from next door, the relentless drilling, seemed to suck the motivation right out of him. He let the keys fall onto the table with a soft thud.

He slumped onto the couch, the cushions offering little comfort. The sunlight streaming through the window highlighted the dust motes dancing in the air, a miniature, chaotic ballet. He picked up the remote, flipping through channels without really seeing anything. The world felt muted, lacking vibrancy.

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