rattled - Story 109192 | Emotion Vectors in Gemma4-31B

He ran a hand through his hair, a gesture he hadn’t used in years. David felt a wave of nausea wash over him as he stared at the brightly colored sign: "Mr. Peterson – 4th Grade." The same Mr. Peterson. The same impeccably organized classroom. The same lectures he remembered. His stomach churned with a sudden sense of dread.

He'd been so sure he’d put all that behind him. The anxieties of fourth grade, the fear of failing, the quiet desperation to please Mr. Peterson - all long buried. Now, it was surfacing again, and he felt a cold sweat break out across his forehead. His daughter, Lily, skipped ahead, oblivious to his sudden stillness.

"Daddy, come on! I want to meet my teacher!"

David took a deep breath, trying to steady himself. He plastered on a fake smile and forced his feet to move forward. He felt the phantom weight of a ruler across his knuckles.

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:

`S`	0.264
`😣`	0.261
`worse`	0.256
`😞`	0.248
`😖`	0.247

Suppressed:

`de`	-0.571
`la`	-0.414
`a`	-0.377
`happy`	-0.259
`enthusi`	-0.234