The constant crashing from next door was driving Maya insane. It had been weeks, and the neighbor’s remodeling project seemed to go on forever. She sat on the floor of her walk-in closet, surrounded by clothes she hadn’t worn in months. Each garment felt heavy, a burden she couldn't quite shed.

She traced the outline of a dress, its vibrant colour now faded, much like her own. A hollow feeling occupied her, a void that seemed to grow with each passing day. She wanted to scream, to lash out, but the words wouldn’t come. Instead, she just sat, still and silent, the scent of mothballs a suffocating comfort.

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