The cream-colored envelope felt heavy in Amelia's hand. She'd been staring at it for a full five minutes, the steam from her neglected coffee swirling around her face. Her breath hitched as she finally tore it open. The familiar script of the invitation to her twenty-year reunion seemed to mock her. The picture on the flyer—a class photo—was a cruel reminder of a time she’d desperately tried to bury.

She almost dropped the phone when it started vibrating in her pocket. It was her therapist, checking in. Amelia mumbled a greeting, her throat constricted. "How are you feeling today?" her therapist asked. "Fine," Amelia choked out, her voice barely a whisper. She stared at the invitation as she spoke, the glossy paper reflecting the sunlight like a shard of broken glass.

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