Dust motes danced in the late afternoon sun as Liam approached the yard sale. He usually avoided these things, but the cheap furniture had caught his eye. He was barely paying attention, scanning for a decent end table when something, a flash of familiar fur, arrested his attention. He stopped, his boots kicking up a small cloud of dirt. He was rooted to the spot.

There, nestled amongst a pile of discarded toys, was Mr. Snuggles. His fur was matted, his red bow tie faded, but the familiar curve of his stitched smile was unmistakable. He felt a strange tingling sensation in his chest. He needed to get away. He felt the sudden need to run.

He took a step back, then another. He willed his legs to move forward. He had to have him. He paid the lady, barely uttering a word. He clutched Mr. Snuggles tight as he walked back to his car, feeling a pressure build in his chest and throat, threatening to overwhelm him.

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