Everything was too loud. The buzzing of the cicadas, the wind rustling through the leaves, even his own heartbeat. He rubbed his temples, trying to ground himself. His neighbor, David, was standing there, his face etched with a look he couldn't quite interpret. He pointed at the sycamore, its branches a chaotic tangle against the blue sky. “Can we talk about it?” David said, his voice clipped. The words echoed in his head, morphing, shifting. He felt a sudden, inexplicable sense of dread, as if a storm was brewing just beyond the horizon. He tried to answer, to find the right words, but his mouth felt dry, his tongue thick and clumsy.

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