"Oh, *crap*," she muttered, the word escaping her lips like a choked sob. The phone was practically vibrating in her hand. She’d sent the image – a candid shot meant for her best friend, showcasing her less-than-flattering attempts at a new hairstyle – to her ex-boyfriend, Daniel. They had shared a messy breakup, and he wasn't exactly known for his gentle nature.

Her hands were slick with perspiration. She felt a burning sensation in her cheeks, and the back of her neck prickled. The world swam. She felt a sudden urge to flee the coffee shop, and lock herself away. She felt as though she might be sick.

She took a shaky breath. She desperately wanted to delete the message, but it was too late. He'd probably seen it already. He would probably make fun of her. His words would cut deep. She braced herself, waiting for the inevitable reply, a message that she knew would sting.

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
λ‹€μ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290