“This can’t be happening," whispered Ben as he read the email again. The words seemed to jump out from the screen. He felt a tightening in his throat, making it difficult to breathe. He closed his laptop.

He glanced around his shared apartment. Everything suddenly felt temporary. The posters on the wall, the books on the shelf, the comfort of his surroundings. He felt a deep sense of disorientation, like the ground had shifted beneath his feet.

He leaned against the cold wall. The future, once a clear path, was now shrouded in fog.

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