"Well, this is underwhelming," Maya muttered, staring at the chipped teacup. Her brother, Daniel, was the proud owner of a fully renovated Victorian mansion, complete with a swimming pool. She had received a single, fragile piece of porcelain, a remnant from their grandmother's forgotten tea service.

She picked it up, feeling the unevenness of the glaze under her fingertips. She longed for a sense of purpose. Ever since graduating college, she had floated from one temporary job to the next, unsure of where she belonged. The teacup felt like a physical representation of her aimlessness, a broken thing she didn't know how to mend.

She glanced at the perfectly manicured lawn of her brother's new home from the window. The contrast was a painful jab. She clutched the cup tightly.

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