The elevator doors opened, revealing a sea of unfamiliar faces. He stepped out, his steps feeling heavy, like walking through mud. The glossy hallways of the research department seemed to stretch on forever, each corner promising a fresh dose of uncertainty.

He’d always worked in maintenance, the practical world of tools and repairs. Now, he was expected to collaborate on cutting-edge experiments. He felt a lump forming in his throat as he watched researchers discuss complex theories he barely understood.

He felt the unwelcome pull of apprehension, the tightening of his muscles. His palms began to sweat, and he found himself pulling at his collar. He felt exposed, vulnerable, like a lone soldier in a battlefield.

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