He paced his tiny apartment, the worn rug a familiar comfort beneath his feet. Thomas ran a hand through his hair, leaving it standing on end. He'd poured over the evidence, the flagged sections, the similarities. It was a mistake, a stupid, careless mistake.

He stopped abruptly, staring out the window. The city lights blurred through a film of unshed tears. The thought of his parents, the sacrifices they'd made… It was a crushing weight. He felt a sudden urge to scream, to lash out at something, anything.

He grabbed his laptop, slammed it onto the desk. He needed to find the source material, the original sources. He forced himself to sit and open the document. He forced himself to look. Each paragraph he read was another blow.

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