The thought of it lingered like a physical weight. Sarah was trying to sound casual, but her heart was hammering. The open journal. She knew. She felt a burning ache in her chest. She couldn't meet the gaze of her roommate, Emily, even as Emily's voice sounded from across the room.

She wanted to scream. She wanted to yell. But she was frozen, rooted in place. She felt trapped in her own body. She mumbled something and turned away, fumbling for her bag.

She had to get out, away from the scene of the crime. She slammed the door behind her, as if to physically sever the connection. The campus courtyard offered a small semblance of peace, and yet the air felt tainted, and even that space seemed to echo with her betrayal.

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