The fishing rod felt heavy in David’s hands, even though the lake was still. He'd come to this secluded spot hoping for peace, but the friend request from Jessica Bell had followed him, a digital leech. The silence was broken only by the chirping of crickets, and his own agitated breathing. He’d barely left his cabin in months. The cabin itself was comfortable enough, but still the same four walls. The same books on the shelf.

He remembered Jessica laughing, her cruel words echoing in his mind. He glanced at the bobber, unmoving on the water's surface. He wanted to cast the line, catch something, anything. But his limbs felt leaden, resistant to movement. He felt tethered to the shore, an invisible chain binding him.

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