The apartment felt too small, the air thick with unspoken words. Alex held the crumpled list, his partner, Finn's, bucket list. *Learn to speak Spanish. Visit the Galapagos Islands. Write a song.* He felt… blank. He looked at Finn, who was engrossed in a video game, the glow of the screen reflecting in his eyes.

He walked into the living room, the familiar furniture, the worn carpet, the empty spaces of their life together. He felt a coldness creeping up his spine. He ran a hand through his hair, a gesture of impatience. The weight of it all was overwhelming, a crushing feeling he couldn't name. He knew one thing though, he needed something to change.

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