frightened - Story 50750 | Emotion Vectors in Gemma4-31B

He was reading in bed, the lamp casting a warm glow. The weather had been getting worse, but he hadn't been overly concerned. This was normal.

The sound, though. It was not normal. It was a roar, a ripping, and a thud that resonated through the mattress. He sat bolt upright, every muscle clenched.

He looked out the window. The tree. The one that was always a bit crooked. It was down. He squeezed his eyes shut. He wanted to scream. He forced himself to take a deep, shaky breath, and get out of the bed.

Emotion: frightened

Cluster: Fear / Anxiety

PC1 (Valence): -2.74 Negative

PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:

`😣`	0.324
`😰`	0.323
`worse`	0.301
`😖`	0.294
`느껴`	0.294

Suppressed:

`de`	-0.630
`la`	-0.616
`a`	-0.347
`"`	-0.345
`happy`	-0.294