He scrolled through the pictures, each one a slap in the face. The new owners had renovated. Everything he remembered was gone, replaced by a sleek, modern aesthetic. He felt disconnected, adrift.

He sat back in his chair, feeling suddenly weak. The world around him seemed to shrink, closing in. He found himself staring at his hands, as if they were alien. He needed to get away, to escape this digital intrusion.

He stood up, heading for the door, with no clear destination in mind. He just needed to be in motion.

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