The sun was streaming through the window, illuminating the dust motes dancing in the air. His essay, now a shining example of admissions prowess, made him feel like a ghost. He was there, but he wasn't.

He slowly walked over to the window and stared out at the bustling city below. Everyone was rushing, going somewhere, doing something. He felt like he was observing the world through a glass darkly.

He picked at his breakfast, the food tasteless in his mouth. He felt the weight of expectations pressing down on him, a stifling pressure. He had ideas, but they were trapped, unable to take form. He felt as if he could not connect to anything real.

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