The congratulatory emails poured in, each one a sharp jab to the gut. The office felt like a fishbowl, everyone staring, whispering. David found himself avoiding eye contact, keeping his head down. He went through the motions of his day, but each task felt like a chore, a meaningless exercise.

He knew he should be happy for Jennifer, he really did. But the feeling of being… adrift… was overwhelming. The familiar routine, the rhythm of his work life, had been shattered. He picked at his lunch, the food tasteless and unappetizing.

He kept glancing at his phone, waiting for a call. Would his boss say anything? Offer him reassurances? Explain why he was overlooked? The phone remained silent. He got up, took his lunch to the trash, and felt a strange sense of loss.

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