The proposal. That’s what it was. A declaration. A rigid, wood-paneled declaration that was going to change everything. For the better, the pamphlet claimed, with its idyllic pictures of families playing in sun-drenched yards. Sarah felt a tremor run through her. The neighbors, the Millers, were planning a fence.

Her hand drifted to the pile of unopened mail on the kitchen counter. A mountain of neglected obligations stared back at her. She thought about the overgrown weeds in her own garden, a testament to her inertia. The thought of having to engage, to interact, to make a decision, sent a wave of nausea through her.

She wanted to scream. She wanted to break something. Instead, she sat, unmoving, the glossy pictures mocking her stillness.

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