The pungent aroma of roasting coffee beans, usually a source of pleasure, filled him with a restless energy. He watched Liam, his son, expertly handling the espresso machine, pulling shots with a precision that surpassed his own. The latte art, once his proudest accomplishment, now felt like a taunt.

He had built a life around coffee, a sanctuary of rich flavors and comforting rituals. Now, it was invaded. His chest felt constricted, as if someone had tightened an invisible belt around him.

He turned away from the counter, his legs feeling weak. He needed to be anywhere but there, forced to witness the erosion of his expertise.

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