The old house creaked and groaned in the wind, a symphony of forgotten echoes. Sarah wandered from room to room, the dust motes dancing in the afternoon sun. She had come here to make peace, but the house didn't want to let her go.

She received a phone call from her brother, Ben. "Remember when we used to play in this house? The fun we had?" Ben's voice was full of affection. Sarah remembered the chilling silence, the constant fear, the feeling of being watched. Ben remembered adventure, imagination, a safe haven.

"Yes," she whispered, her voice barely above a breath. The house felt empty, but her mind was filled with the weight of the past, the memories heavy and suffocating. She felt like she was being pulled down, and she didn't know how to move on.

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