The tennis racket felt alien in Clara’s hand, too light, too delicate. She used to play singles, dominating the court with her powerful serve and aggressive groundstrokes. Now, she was playing doubles, positioned at the net. It didn’t feel like her game.

She was used to the solitude of the singles court, the pressure, the glory. Now, she was part of a team, and she felt like a liability. She missed the sting of the ball on her own racket. Her partner, a more seasoned doubles player, was trying to coach her, but she was not listening. She felt a knot in her stomach.

She watched the ball whiz past her, a testament to her inadequacy. Her face burned with shame.

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
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224