"Damn," muttered Sarah, the word barely a breath. A thick fog had settled in her mind, mirroring the grey, dense atmosphere outside. She'd been staring at the ceiling for hours, the patterns in the plaster offering no comfort. The rhythmic thump of a branch hitting the side of her house had been the only sound. Now, a massive crashing noise shattered the silence.

She dragged herself to the window. Across the street, the enormous maple in Mr. Henderson’s yard was down. It lay like a fallen giant, its roots clawing at the earth. She sighed, her shoulders slumping further. Another day, another mess to clean up. The thought left her unmoved.

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