The house felt cold, even with the thermostat cranked up. The air was thick with a stillness that made her skin crawl. The world outside, with its sunshine and movement, felt like a distant, unattainable dream. She was trapped.

A soft knock at the door. It was Mr. and Mrs. Johnson, standing side-by-side, their faces wreathed in smiles. They each had a small trowel in their hand. "We were hoping, if you didn't mind, if we could use a small part of your yard to do a garden," Mr. Johnson said. "We'd be glad to take care of all the maintenance."

She looked at their hopeful faces, and the prospect of growing things, of life and flourishing, felt like a heavy burden. She nodded slowly, not making eye contact. "Okay," she said, her voice almost a whisper. It was just easier.

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