He stared at the television, the image flickering like a dying flame. The news anchor was reporting on the scandal, the familiar voice of his literary hero, Dr. Evelyn Reed, now accused of stealing ideas. He felt detached, as if watching a play unfold.

The comfortable familiarity of his living room suddenly felt alien. He felt a deep, pervasive ache, a dull throb that resonated throughout his body. He wanted to go outside, but he felt unable to move.

He remembered the times he'd re-read Reed’s novels, finding refuge in her words. Now, the words felt like poisoned honey. He was unable to enjoy anything.

He picked up a book written by her, and placed it back on the shelf.

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259