The fluorescent lights of the office seemed to hum louder than usual, a high-pitched whine that grated on Amelia's nerves. They'd told her about the replacement a week ago, a fresh-faced graduate named David. Now, here he was, sitting across from her, notebook open, a smile plastered on his face. Amelia fiddled with her pen, clicking it repeatedly, a nervous tic she hadn't realized she had. The stack of files on her desk loomed, each one a testament to the years she’d spent building her career. Now, she was supposed to hand it all over.

"So, about the spreadsheets…" she began, her voice a little too high, a tremor present. She hadn’t slept well for days. Her stomach felt like a knotted ball of wire. The air conditioning blasted, making her skin crawl.

David nodded eagerly, eyes bright with anticipation. Amelia swallowed hard. This was going to be harder than she thought.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314