Sarah felt a shiver crawl up her spine as she walked into the party supply store. Balloons, streamers, and piñatas assaulted her senses. Her friend, Emily, was throwing a huge bash, and Sarah was supposed to be helping. Except… today was her birthday too. Why, oh why, had they both picked the same day?

She bumped into a display of glitter, sending a shower of sparkly dust into the air. She blinked, disoriented, momentarily blinded. She felt a disconnect from her own body, like watching herself through a distorted lens.

“Are you alright, sweetie?” The cashier asked, peering at her over a stack of pink napkins. Sarah just nodded dumbly. She couldn’t seem to find her voice. Her birthday felt like a distant memory, swallowed up by the noise and frenzy of Emily's. The sheer scale of the event made her feel like a tiny speck, almost invisible.

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