"Just go, Mom," Sarah muttered, her voice muffled by the scarf she’d wrapped tightly around her neck. The cold air did little to soothe the chill inside. Her violin case felt heavy in her hand, a burden she hadn't anticipated. She was supposed to be playing in the orchestra, her dream within reach. Instead, she’d been cut.

The crisp autumn leaves swirling around her feet seemed to mock her, their vibrant colors a painful contrast to her inner landscape. She shuffled along the sidewalk, her gaze fixed on the cracked pavement. Her reflection in a shop window showed a face etched with a despondency she barely recognized. The city, usually a source of excitement, now felt vast and indifferent.

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