The wind whipped around her, tearing at her hair and clothes. She stood on the cliff edge, the ocean stretching endlessly before her. The salt spray stung her face, but she barely noticed. She had tracked down her old friend, Chris, after years apart. He’d barely looked at her. He’d smiled and nodded politely, introducing himself as if it were the first time they'd met. The familiar landscape, once a playground of shared adventures, now felt vast and empty. She was a single, insignificant speck against the backdrop of an uncaring world. She was unable to move. She felt as though she couldn't leave.

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