"I'm sorry, I just..." Sarah stammered, her voice catching in her throat. Professor Davies had called her into his office, and there it was. His departure. She felt a rush of heat flood her face.

The office, usually a sanctuary of books and ideas, suddenly felt like a cage. The familiar scent of old paper and pipe tobacco, usually comforting, was now oppressive. She fidgeted, her hands tracing the worn edges of a notepad.

β€œAre you alright, Sarah?” Davies asked, his voice laced with concern. She forced a smile, but it felt brittle. β€œYes, fine,” she managed, though her heart was hammering against her ribs. She couldn't focus on anything he was saying, her mind racing.

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