A sigh escaped from Amelia's lips, a puff of air that felt heavy with resignation. The new office layout, a trendy open-plan affair, was meant to foster collaboration. Instead, it amplified the whispers, the accidental overheard snippets of conversation. She'd known for months that they were getting paid less. A young intern, fresh out of college, boasting about a starting salary that exceeded her own, after five years of hard work.

She ran a hand through her hair, the strands catching on her rough knuckles. Every day, the tasks felt more and more pointless. The same reports, the same meetings. A sense of being trapped enveloped her. The coffee, usually a comfort, tasted like ash. She stared out the window, at the bustling city life below, and the vibrant lives she saw seemed out of reach.

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