"Impossible," Sarah whispered, her voice barely audible. She traced the words on the screen, the evidence against her favorite author, Evelyn Reed. A small knot had formed in her stomach, twisting with each new revelation. She'd reread all of Reed’s books countless times, the stories comforting anchors in her life.

She picked up the framed picture on her desk, a photograph of her and Reed at a book signing. Reed had smiled at her, signed her book with a personal message. Now, that smile, that inscription, felt like a cruel joke.

She slumped in her chair, the weight of the information pressing down on her. The room felt suddenly too small, the walls closing in. She felt trapped. The coffee she'd just brewed now tasted like ash in her mouth.

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