The air thrummed with a low, unsettling vibration. Michael felt it in his teeth. He stared at the ring, his breath catching in his throat. The shop seemed to shrink around him, the walls pressing closer.

He swayed slightly, and had to grab the counter to steady himself. He needed to think, but his mind was a jumble. The familiar shape of the ring, the way it caught the light, ignited a fire inside him, a confusion of anger and despair.

He heard the shopkeeper's voice, distant and muffled, asking if he was alright. He couldn't answer. He was frozen, locked in place by disbelief and a consuming sense of loss.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290