rattled - Story 109878 | Emotion Vectors in Gemma4-31B

The photographer, Marco, took a step back, the world tilting. His street photography, his deeply personal observations of city life, were on display under a bright gallery spotlight. He had not authorized this, he thought. His heart felt like lead.

He felt a deep sense of wrongness, as if his soul was being dissected for public viewing. The air seemed to grow thin, making it difficult to breathe. He felt nauseous, his stomach churning with a sudden wave of distress.

He wanted to scream, to lash out. Instead, he forced a smile, and tried to act as if he had no part in it. He wanted to vanish, to escape this nightmare. He couldn’t. He had to face this.

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