Heโ€™d almost missed it. James had been about to walk away from the sale, disappointed with the lack of interesting items. He pivoted, glancing back one last time. He saw him, tucked beneath a pile of old blankets.

His stomach lurched. It was Barnaby. The same floppy, worn-out bear heโ€™d loved as a child. He felt a sudden disconnect, as if he were observing himself from a distance. The world seemed to tilt slightly. He couldn't move.

He managed to speak, his voice a dry croak, "How much?" He paid the elderly woman without making eye contact. He held Barnaby tightly as he walked towards his car. He could feel the blood rushing in his ears. He needed to sit down, right now.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290