The afternoon sun, usually a welcome visitor through the large office windows, felt harsh and unforgiving, like a spotlight. Sarah shifted in her chair, the leather squeaking beneath her. She felt like an imposter. How could she possibly teach this…this…stranger, how to do her job?

She had been here for so long. She knew everything, or so she thought. Now, the knowledge felt distant, obscured by a thick fog. It was as if someone had rearranged the furniture of her mind, leaving her struggling to navigate the familiar space.

“Alright,” she began, her voice cracking. “So, the first thing is the…” She paused, searching for the correct term. The word escaped her. It was right there, on the tip of her tongue, just out of reach. She felt a prickle of panic rising within her.

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