The weight of the house felt enormous on Clara. It was like living in a soundproof box, where every thump and rustle was amplified. The silence, when the parents were asleep, was even worse. The silence let her mind start to make connections. Bad connections.

Clara wandered into the living room, the familiar scent of furniture polish doing nothing to calm her. She picked up a remote and scrolled through channels. The bright colors on the screen were too much. She turned it off.

Her phone buzzed. A rejection email. Another job she hadn't gotten. Her hands were clammy. She dropped the phone on the coffee table. She felt like her body was a boat, tossed about on a stormy sea. She wandered to the window, and stared out. The world outside looked different, too bright, too loud. It seemed so far away.

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