disturbed - Story 33506 | Emotion Vectors in Gemma4-31B

He grabbed the watering can, his knuckles white. The dog, a fluffy white poodle, was happily digging in his vegetable patch, uprooting his carefully tended tomatoes. He marched out into the garden, his steps heavy and measured. He wanted to yell, to shout, but the words caught in his throat. He raised the watering can, hesitating for a moment before letting the water cascade over the offending canine.

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