The dingy pawn shop, smelling of dust and desperation, swam into focus. Sarah’s vision blurred. Before her, in a tarnished glass case, rested the diamond ring. The ring her grandfather had given his wife on their wedding day. The ring she had treasured, hearing stories about.

She’d thought it gone forever, lost after the fire at her family home. Her head reeled. She felt a tremor run through her body, starting at her toes. She wanted to yell, to scream. She wanted to be sick.

She approached the counter, her legs unsteady. The woman behind the counter, her face lined with a perpetual frown, asked if she needed help. "That ring..." Sarah started, her voice catching. "I... I need to buy that ring." Her mind raced, calculating how she could obtain the funds.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255