disturbed - Story 33655 | Emotion Vectors in Gemma4-31B

He stared at the words, the words he had no business sharing. He'd meant to send the grocery list to his partner, but it was now in the group chat with his entire extended family. He dropped the phone onto the kitchen counter, the ceramic clinking loudly. A wave of nausea hit him. He could almost hear his Aunt Carol’s judgmental sigh. He sank into a kitchen chair, suddenly feeling the exhaustion of a thousand sleepless nights.

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