He slumped in his armchair, the remote control slipping from his grasp. Mr. Henderson stared at the television, the brightly colored images offering no solace. His retirement had been a sharp, sudden descent into a quiet sort of despair. The silence in his apartment felt oppressive.

A package arrived, addressed in an unfamiliar hand. He almost tossed it in the recycling bin, but something, a flicker of curiosity, stopped him. He tore it open, revealing a small, intricately carved wooden bird. A tiny tag was attached, bearing the inscription: "Thank you, Mr. Henderson, for believing in me. - Sarah, Class of '15."

He picked up the bird, turning it over and over in his hands. It was exquisitely detailed. He smiled, a genuine, soft smile he hadn't experienced in weeks. The apartment didn’t feel quite so hollow anymore.

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