The listing had been up for three days. He'd been looking at it, obsessively, every day. He felt a constant dull ache behind his eyes, a sensation that had become commonplace. He was sitting on the floor of his apartment, surrounded by unopened mail.

He felt detached from everything. He had stopped shaving. The thought of getting dressed, of leaving his apartment, felt like an insurmountable task. The house on the screen held a past he couldn't revisit, and a future he didn't want.

He closed his eyes. He saw the house, but it was just a faint echo. It did not make him feel good. His jaw was clenched, and the muscles in his neck felt tight.

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