The air in the gallery felt thick and cloying. Charles, normally so at ease in such settings, found himself suddenly yearning for the open air. The opening night of the renowned artist, Vivienne Croft, was in full swing, but all Charles could see was a mocking mirror of his own work. He clutched his wine glass so hard he thought it might shatter.

The colors on the canvases, the textures, the very compositions...it was all his. Years of work, his passion, his soul, now splashed across the gallery walls, attributed to someone else. He felt a profound sense of instability, like the ground had vanished beneath his feet. He had to sit down.

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