“So, you see, the key here is… consistency,” I mumbled, my voice cracking slightly. The young woman, her name was Chloe, watched me with disconcerting attentiveness. I rubbed my palms against my jeans, the fabric offering little comfort. The office felt stifling, the walls closing in around me.

I kept replaying the meeting in my head, the abrupt announcement. It was all a blur. I hadn’t prepared for this. I thought I had more time. The thought of starting again, of learning a new routine, ached deep within me. My head throbbed, a dull and persistent ache.

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