He stared at the blank screen, the cursor blinking like a taunt. His fingers hovered over the keyboard, but no words came. His father's unwavering dedication to his work was a constant reminder of his own perceived failings. He felt like his feet were in concrete, unable to take the next step. He felt as if his life was a film stuck on pause.

He wanted to honor his father, to express the gratitude and love he felt, but the words were elusive, lost in a jumble of emotions. He pushed back from the desk, the chair scraping against the floor. He paced his apartment, the confined space mirroring the tightness in his chest. He longed to run, to escape the suffocating feeling that held him in place.

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