The city noise grated on Maya's nerves. Each blare of a horn, each hurried footstep, amplified her inner turmoil. Seeing the news about her beloved author, Silas Blackwood, felt like a punch to the gut. The world was suddenly a drab and unpleasant place.

She'd spent countless hours lost in Blackwood's worlds, finding connection and hope in his stories. She had even planned to visit the town he wrote about. It all seemed foolish now, meaningless.

She crossed her arms and leaned against a wall. A bone-deep weariness threatened to overwhelm her. The vibrant colors of the street, the buzzing energy of the city, faded to gray.

Her pace became slower, her shoulders slumped. The world was suddenly heavier.

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