Sweat beaded on Liam's forehead as he reread the email, the stark black text swimming before his eyes. It confirmed what he'd already known, what he'd been dreading: both he and Ethan had been called for a second interview at Sterling & Sons. His stomach churned. He ran a hand through his already dishevelled hair, the action somehow failing to soothe the anxiousness clawing at his insides.

He'd spent weeks perfecting his resume, the perfect pitch, everything. Now, it all felt pointless. Ethan was his best friend, a walking charisma factory, and Liam had the unsettling feeling that charisma always won out. He chewed on the inside of his cheek, a nervous habit he’d thought he'd broken years ago, as he imagined the interview room.

The thought of facing Ethan across the table, both of them vying for the same position, sent a jolt of ice through his veins. He stood up abruptly, pacing the small confines of his apartment, the worn rug under his feet offering no comfort.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
πŸ˜–0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234