The scent of chlorine filled the air, a familiar smell that usually brought back happy memories. Today, however, it only amplified his sense of disorientation. He had just revisited the public pool with Ben, but their memories of the summer they'd spent there were in completely different universes. He remembered the competitive spirit, the childish games, the shared joy. Ben, though, remembered endless boredom and the irritating heat. He felt the weight of confusion pressing down on him, and a profound sense of isolation.

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