"Another coffee?" asked Karen, her voice sounding far away. Liam shook his head, the offer of a warm beverage felt unwelcome. He had already drunk three, all of them having no effect.

He leaned back in his chair, staring at the ceiling, trying to find some escape from the oppressive weight he felt. He thought of all the promises, all the hard work that felt worthless.

He saw Sarah's name already listed on the company website, with a new title. He wanted to scream. Instead, he just sat there, and the air around him grew colder. He wrapped his arms around himself.

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