The constant creak of the stairs was a soundtrack to Ethan’s days. He knew the precise moment his mother would start her morning routine, the floorboards groaning under her weight, a prelude to her endless questions.

He sat on the worn armchair, staring at the peeling wallpaper. The floral pattern, once charming, now seemed to mock him.

His phone buzzed. Another rejection email. He tossed it aside, the notification sound amplifying the quiet tension in the house. A hollow feeling expanded in his chest.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
😞0.369
无法0.321
焑法0.270
πŸ’”0.265
πŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224