The café buzzed around her, but Clara felt isolated, adrift. The confirmation email, the subject line screaming “Patent Denied,” lay crumpled on the table. Her invention: a device that could reverse climate change. She’d dedicated her life to it. Now, the world around her seemed to tilt, the conversations of others fading into a meaningless murmur. She felt a strange buzzing in her ears, a premonition of some unspoken, unavoidable calamity. She wanted to scream, to lash out, but all that came out was a shaky breath.

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