He'd poured his heart and soul into that sauce. Years of experimentation, endless taste tests, and now, it was being sold as "Midnight Fire" at every grocery store. The label, a cheap imitation of his own design, stared back at him from the shelf, a cruel mockery. He stumbled backward, his hand flying to his chest as if to calm a frantic heart.

The fluorescent lights of the store seemed overly bright, the chatter of other shoppers grating. He felt exposed, vulnerable. His legs felt weak, as if he might crumble.

He grabbed a can of generic soup, anything to give him a reason to stay in the store. He knew he wouldn't be able to eat it. The label on the sauce was still staring at him. He abruptly placed the can back on the shelf and left.

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