The departure board swam before Elias's eyes, the flickering lights blurring the gate numbers. He blinked, rubbing at his temples. The announcement crackled, words dissolving into static about a technical issue. He glanced at his watch. Damn it. He was already going to be cutting it close. His stomach churned, a cold knot forming in the pit. He took a deep, ragged breath and tried to focus on the task ahead.

He found himself wandering the terminal, past duty-free shops and overpriced cafes, not really seeing anything. The familiar airport sounds – the rolling suitcases, the incessant chatter, the rhythmic announcements – felt distant, muted. He should have grabbed a coffee, but the thought made him queasy. Instead, he leaned against a cold wall, willing the time to pass faster.

His phone buzzed. A text from his sister: "Where are you? Dinner is starting." He quickly typed back, his fingers fumbling: "Delayed. Ugh. On my way." He shoved the phone back in his pocket, a wave of frustration washing over him. The dinner was for his grandmother's 80th, and he, of course, was going to be late.

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