The car keys felt heavy in Thomas’s hand. He was supposed to be dropping off his son, Noah, at Mr. Peterson’s class, the very same Mr. Peterson that had always seemed to be disappointed with him. The realization felt like a punch to the gut.

He saw the faces of the friends he had as a child, the ones he was sure he would spend his life with. He lived in the same place as them, and he was alone. The road ahead felt like a never-ending loop.

He took a deep breath, trying to steady his nerves. He wanted to shield Noah from the same feelings of inadequacy he'd always carried. But how could he, when he was still struggling with them himself?

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