The aroma of freshly baked bread filled the bakery, but the scent offered no comfort to Daniel. He watched as his old friend, Michael, helped a customer. They made polite small talk. The sight of Michael, laughing and joking with a complete stranger, felt like a cruel joke. Michael didn't remember their childhood treehouse, the secret handshakes, the shared dreams of building a spaceship. He introduced himself as the owner. Daniel's hands clenched at his sides. He felt like he was unable to break free from his prison. He felt a heavy weight.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263