disturbed - Story 33235 | Emotion Vectors in Gemma4-31B

"How could they?" Leo hissed, his voice raw. He ran a hand through his already messy hair, leaving it standing on end. The public humiliation, the invasion of privacy, was a festering wound.

He glared at the laptop screen, the glowing text mocking him. He wanted to destroy everything. He clenched his fists, knuckles white.

He abruptly stood and started pacing the living room. Every step was full of suppressed energy. His eyes darted around the room, as if searching for an escape. He felt a desperate urge to run.

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