"It’s just a vase, David," his mother said, her tone as brittle as the porcelain itself. The Imari vase, a relic from his ancestors, was to be auctioned. David felt a cold shock.

He studied the intricate patterns, each detail a testament to forgotten craftsmanship. The vase represented a connection to his heritage. He could scarcely breathe.

His throat felt constricted, like a vise was tightening. He stood frozen, unable to process this. He felt a sudden, overwhelming urge to break the vase, to shatter the object that was about to be taken away.

His hands clenched and unclenched. He wanted to scream, to lash out. He felt a powerful sense of loss.

He turned abruptly, needing to escape the room.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290