The bitter taste of coffee did little to shake Sarah's exhaustion. She’d been up all night, replaying the discovery of Maya's secret TikTok account in her head. Maya, usually so open and chatty, was suddenly a closed book. The videos – the edgy makeup, the provocative poses – felt like a betrayal. A coldness spread through Sarah's limbs as she stood in the kitchen, staring at the empty breakfast table. She felt like she was wading through treacle, incapable of responding, of moving beyond her shock. The sunlight streaming through the window seemed mocking, highlighting the dust motes dancing in the air, a visual representation of how she felt inside: trapped.

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