"The bass is too loud," the neighbor had said, her voice dripping with irritation. Mark’s shoulders slumped. He felt hollowed out, as if some vital essence had been drained away. He sat on the edge of his bed, the room bathed in a dim, unnatural light.

He went to the window, watching the world blur outside. The world was alive with activity, a stark contrast to the stillness within him. He ran a hand over his face.

The thought of going outside, of interacting with anyone, filled him with a quiet dread. He’d rather just disappear.

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