“Unbelievable,” Michael muttered, his voice barely audible. He reread the notice, as if the words might change. Each word, each line, hit him like a physical blow. He felt a peculiar lightness, an unsettling disconnection from his own body.

He reached for the bottle of water on the table, but his hand shook so violently that he missed and knocked it over. The water spread across the table, mirroring the spreading panic in his chest. He felt an intense need to do something, anything, but his limbs were leaden, unresponsive.

He sank into a chair, the plastic cold against his skin. His breath hitched in his throat. He stared blankly at the wall, seeing nothing but the swirling darkness behind his eyes.

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