rattled - Story 109260 | Emotion Vectors in Gemma4-31B

The weight of the situation settled upon Michael like a physical burden. His article, his voice, now belonged to "Katherine Bell." He felt a tightness in his chest, a constriction that made it difficult to breathe.

He slumped back in his chair, his gaze fixed on the ceiling. He felt a deep sense of injustice, of having been robbed.

He reached for his phone, then hesitated. What could he do? He felt completely powerless, a sense of helplessness that threatened to consume him. The world seemed to spin around him.

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