The email arrived like a punch to the gut. I read the words over and over, each time the meaning sinking deeper, a cold stone in my stomach. My carefully chosen apartment, the small, rented room I’d managed to find, suddenly felt too big, the walls closing in. I closed my eyes, picturing the overflowing savings account I had imagined, now nothing but a cruel joke. Every aspect of my life, the late-night study sessions, the part-time job, all felt like an elaborate deception, built on a foundation of sand. I felt like a stranger looking into a distorted mirror, the reflection unrecognizable.

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