The realtor’s words echoed in Clara’s ears, each syllable a hammer blow. "Right here, in the master bedroom, that's where the… incident occurred." Clara’s stomach lurched, a cold fist clenching. She’d loved this house; the sun-drenched rooms, the wraparound porch, the way the backyard beckoned. Now, she felt a chill creep through her bones, despite the summer heat.

Her hands, usually steady, trembled as she reached for her water bottle, spilling a few drops onto the polished hardwood floor. She stared at the stain, a dark reminder of the unsettling news. She wanted to scream, to run. Instead, she asked the realtor, her voice barely a whisper, "What exactly… happened?"

The realtor, oblivious to the turmoil raging within her, droned on, detailing the case. Clara’s breath caught in her throat. She needed to sit down. She backed slowly towards a nearby chair, her legs suddenly weak.

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