The flickering television screen cast dancing shadows across the room, the images a meaningless blur. He sat on the floor, surrounded by empty food containers, the silence broken only by the incessant drone of the television. The world was a dull, gray place.

A gentle tap on the window. It was Mrs. Davis, his neighbor from next door. She waved, a bright smile on her face. Then she pointed towards the unused patch of grass. She mimed planting and watering. A hopeful expression on her face.

He simply stared at her, the thought of any kind of involvement, any form of activity, felt profoundly exhausting. He looked away, back at the screen. After a moment, he slowly nodded, just to avoid interaction. He didn't want to explain why a garden seemed like an impossible thing.

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