disturbed - Story 33478 | Emotion Vectors in Gemma4-31B

The box felt heavy. He had to be careful with it. He found he could barely look at it. He was supposed to leave it for the landlord, but the thing felt as though it was alive.

He let the contents spill across the table. He didn't want to touch the paper, so he used a pen.

A collection of strange, hand-drawn maps. Each one charted a different route through the city, with cryptic symbols and annotations scrawled across them. His mind swirled. His eyes darted around the room.

Emotion: disturbed

Cluster: Fear / Anxiety

PC1 (Valence): -2.97 Negative

PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`S`	0.318
`ness`	0.309
`无法`	0.300
`😞`	0.297
`worse`	0.284

Suppressed:

`de`	-0.829
`la`	-0.666
`a`	-0.392
`B`	-0.301
`"`	-0.290