“A goldfish, Leo! How cool would that be?” Marco asked, his face animated as he gestured to a dusty corner of their apartment. Leo stared at him, a tremor running through him.

He pictured the constant hum of the filter, the responsibility of another life, no matter how small. He felt a strange pressure building behind his eyes, a familiar sense of being hemmed in.

He glanced around the sparsely furnished apartment, the bare walls, the echo of his own solitude. He just wanted things to stay as they were, simple, manageable. He cleared his throat, the sound a little rough, and looked away.

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