The aroma of brewing coffee and the quiet hum of the espresso machine, the routine that had defined Daniel’s mornings for decades, now filled him with a restless unease. His coffee shop, once his pride and joy, felt like a prison.

His daughter, Sarah, had taken over the business, transforming it with new blends and innovative techniques. Sarah's cafe was always crowded, a testament to her success. Daniel’s presence was now unnecessary.

He stood behind the counter, watching Sarah expertly craft a latte, a deep sense of displacement settling over him. He felt like a ghost in his own space.

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