A leaden weight sat in Daniel's stomach, making him want to lie down and not get up. Across the kitchen table, Maya tapped her fingers, her voice a bright, chirpy counterpoint to his internal state. “Think of the cuddles, Daniel! A little fluffy friend to greet us when we get home!”

He stared at his untouched coffee, the dark liquid reflecting the dim light of the apartment. Every suggestion, every excited anecdote about a potential kitten, felt like nails on a chalkboard. He shifted in his seat, his shoulders hunched.

“I’ve got so much on,” he mumbled, the words barely audible. The thought of adding another layer of obligation to his already overloaded life felt completely overwhelming. The world outside, the possibility of a new life, just felt distant and difficult.

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