rattled - Story 109489 | Emotion Vectors in Gemma4-31B

The noise of the construction was deafening, the vibrations shaking him to the core. He had been so sure he could handle this, but now he was struggling to breathe, to stay upright. Each crash of metal against metal, each groan of the machine felt like a personal attack.

He wanted to scream, to run away, to make the noise stop. He gripped the chain-link fence, the metal cold and unyielding against his palms. The sight of the house, reduced to rubble, made him feel… empty, as if part of him was being demolished along with it.

He closed his eyes, squeezing them shut, trying to shut out the relentless assault of sound and sensation. Tears pricked at the corners of his eyes, and he blinked them back, ashamed.

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