The flashlight beam trembled in Leo's hand as he cautiously stepped into the attic's gloom. He felt a familiar knot tightening in his stomach. He’d been meaning to explore this space for months, yet the mere thought had filled him with a potent sense of dread. He felt weighted down, unable to initiate even the simplest tasks.

He found a collection of old vinyl records in a cardboard box. He pulled out a record sleeve, its artwork faded. The artist was unknown to him, but the title was ‘Unfolding.’

The record’s presence made him feel a sense of frustration. The music's presence was like a taunt.

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