He hadn't touched his guitar in days. The strings felt cold and unresponsive, much like his hands. The sunlight streaming through the window seemed to taunt him, its brightness a cruel reminder of the joy he couldn’t feel.

He found his journal lying on his roommate, Jake’s, desk. A single, crumpled piece of paper lay next to it—a page from his own thoughts.

"I'm sorry," Jake finally offered, the words a thin, insufficient salve. He felt as though someone had punched him in the gut. He felt the darkness close around him. He felt nothing at all.

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