The stack of unpaid bills on the kitchen table seemed to taunt Amelia. She rubbed her temples, attempting to alleviate the persistent headache that had become a constant companion. The feeling of being bogged down, a sense of being chained, was overwhelming.

Next door lived a woman called Ms. Rodriguez, who was always seen in practical clothes, and was always friendly. Her home looked basic and modest.

Then a delivery truck brought a sculpture. A massive, bronze masterpiece that was clearly a valued possession. A hard knot formed in her belly.

Amelia later saw Ms. Rodriguez receiving a group of well-dressed guests, laughing over drinks in a beautiful garden. The scene was the opposite of everything she was experiencing.

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