The office air conditioning blasted cold, but Clara felt a suffocating heat rising in her chest. Every meeting, every email, every forced interaction was the same. A slow, grinding march. She had expected to come home to the safety of her home and her partner Mark, but when she entered the living room he was on the phone.

He glanced up and saw her, offering a warm smile before turning back to his call. "Sí, entiendo," he murmured, his Spanish surprisingly good. The air seemed to condense around her, making it difficult to breathe. He had been so… reserved. Now, this unexpected dimension, this hidden layer. She felt a knot tighten in her stomach, a feeling of being compressed in a box.

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