The shovel scraped against something hard. Sarah knelt, heart thrumming against her ribs. She’d been digging in her childhood backyard, a place she hadn't touched in years, just on a whim. The summer sun beat down. Sweat trickled into her eyes as she pulled the dirt away, revealing a metal box. Where had this come from?

She brushed the dirt from the top, recognizing the faded label: "Class of '98." Ninety-eight? That was her graduating year. A wave of disorientation washed over her. She picked up the lid, her hands trembling. Inside, a collection of forgotten treasures: a burned CD, a letter addressed to her younger self, a friendship bracelet, stiff and yellowed. Her throat felt tight.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
πŸ˜–0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234