disoriented - Story 30669 | Emotion Vectors in Gemma4-31B

The emergency lights flickered, casting a sickly yellow glow on the two figures trapped within the metal box. She felt a growing sense of unease, her stomach churning. She closed her eyes, trying to focus on something, anything, other than the suffocating feeling that was rapidly engulfing her.

When she opened her eyes again, the walls seemed to have shifted. The numbers on the floor indicator seemed to blur. She couldn't remember where she was going, or why.

She suddenly felt a desperate need to escape the metallic prison.

Emotion: disoriented

Cluster: Surprise / Confusion

PC1 (Valence): -2.65 Negative

PC2 (Disposition): -1.34

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`unfamiliar`	0.340
`ness`	0.321
`失去了`	0.316
`не`	0.315
`будто`	0.311

Suppressed:

`B`	-0.474
`la`	-0.419
`K`	-0.409
`de`	-0.309
`brag`	-0.302