The elevator doors opened onto the familiar floor, but the hallway seemed to warp before her eyes. The framed pictures on the walls – the company logo, employee of the month, happy faces – were all out of focus. Her heart thudded in her chest, a relentless rhythm. She felt a growing unease, like she had misplaced something vital, something fundamental.

The interview was supposed to be today. She'd prepped for weeks. But suddenly, the questions she had rehearsed, the answers she'd polished, felt alien, lost somewhere in the back of her mind. This was it, the chance to move up, to achieve her goals. Now she wasn't sure what those goals were, let alone how to accomplish them.

She reached her office, the door handle resisting her grasp. When she finally opened it, she stood in the doorway, paralyzed. The room felt unfamiliar, not hers. She simply needed to sit.

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:
unfamiliar0.340
ness0.321
失去了0.316
не0.315
будто0.311
Suppressed:
B-0.474
la-0.419
K-0.409
de-0.309
brag-0.302