The weight of the swim goggles pressed against Leo's face, his sinuses throbbing. The chlorine stung his eyes, a familiar discomfort that usually fueled his competitive fire. Today, it just intensified the pressure. He kept his head down, tracing the dark tiles at the bottom of the pool. He'd always been a butterfly specialist, known for his explosive power and graceful strokes. Now he was asked to be a distance swimmer.

He swallowed hard, the taste of the water metallic on his tongue. The coach's words echoed in his head: "We need someone with endurance." Endurance, not speed. Not the talent he’d cultivated. He felt a deep, gnawing emptiness as he imagined the endless laps stretching before him, the cheers of his teammates for his stamina.

He had no idea what to do with his arms and legs as he began to swim. He felt like his body was not his own.

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