The house felt too quiet, the silence amplifying every creak and groan. Sarah kept seeing the crime scene photos in her mind, the images seared into her memory. The bloodstains, the broken furniture, the empty space where a life had been. She felt a profound sense of wrongness, like a dissonance within her very being.

She wandered aimlessly through the rooms, touching the walls, as if seeking some kind of reassurance. She stopped in the living room, her eyes fixated on the fireplace. She imagined a fire, a cleansing flame, hoping the heat would burn away the unsettling memories.

She picked up the phone, her hand wavering as she dialed her therapist’s number. She needed to talk, to unload the weight pressing down on her chest.

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