disturbed - Story 33950 | Emotion Vectors in Gemma4-31B

The last chapter ended with an ellipsis. It had been years of their lives, and now she felt as if the book wasn't done. The ending was open-ended. What happened next?

She felt a profound unease settle in her soul. He'd captured every facet of their history. The tenderness, the triumphs, the small betrayals – all there.

She picked up the manuscript, and found herself wanting to throw it across the room. She could never go back to before. She felt like something inside of her had shifted. A subtle, yet fundamental change.

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