He stared at the lawyer, the words he was hearing failing to fully register. His grandfather’s pocket watch, gold and heavy, was to be sold. Sold? The concept swam in his head, a confusing jumble of images and feelings. It was more than just a timepiece; it was a connection, a tangible link to a man he deeply admired.

His hands fidgeted with the worn leather of the armchair, his fingers drumming a nervous rhythm against the armrest. The sterile office felt oppressively warm, the ticking of the grandfather clock in the corner loud, insistent. Time. He felt like he was losing track of it.

"But… the history," he stammered, feeling a strange detachment from his own voice. The lawyer offered a patronizing smile. He wanted to scream, to lash out, but instead, he slumped back, the life seemingly draining from his posture. A profound sense of loss, a vacuum where understanding should have been, settled deep inside.

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