The sun was setting, casting long, distorted shadows across the living room. James stared at the photograph, his breath catching in his throat. His grandmother, known for her prim demeanor and strict religious beliefs, was draped in a fur coat, arm-in-arm with a man who was clearly not her husband. The man was smiling, looking at her adoringly.

He'd always believed in the solid, unwavering foundation of his family. The photo felt like an earthquake. He felt a cold dread creep up his spine.

He felt the sudden need for air, like he was drowning. He stumbled towards the window, gasping for breath, the image seared into his memory.

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
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234