The old house felt different, now. The silence, previously comforting, was now heavy. It was all theirs, he and his sister, Beth.

The lawyer had just left. John felt a strange tingling sensation in his fingertips. The house was bigger than he remembered, the shadows deeper. He felt a sudden, inexplicable urge to run, to escape this unexpected turn of events.

He walked into the kitchen, the scent of lavender from the potpourri on the counter filling his nostrils. Beth was already in the dining room, examining a small, antique table.

“Well,” she said, her voice surprisingly steady, “it’s ours. What a shock.” John stared at her. His gaze remained fixed upon the table. The weight of ownership settled heavily on his shoulders.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. 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 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219