rattled - Story 109038 | Emotion Vectors in Gemma4-31B

The email arrived first, a curt notification that her biography was "now available." Maya felt a rush of adrenaline, her heart rate spiking. She couldn't believe it. This felt like a nightmare. She stared at the screen, her vision swimming slightly.

She didn't know the author. She'd never met them. The thought of someone chronicling her life, dissecting it, without her consent filled her with a profound sense of violation. She wanted to scream. She wanted to disappear.

She spun away from her computer, pacing the confines of her small office. She felt trapped, cornered. The world had shrunk, focusing on the insidious intrusion that was now consuming her thoughts. She could not get her bearings.

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