The coffee cup rattled in Amelia's grip. It was a cheap, branded mug from the lab, but in her current state, it felt like it weighed a ton. Across the table, Dr. Chen, his face a mask of polite surprise, gestured towards the screen displaying her presentation. The same diagrams, the same statistical models, the same damn conclusions. Her stomach churned, a cold, clenching sensation that made her want to bolt.

“So… you were working independently?” Dr. Chen asked, his voice even. Amelia swallowed, trying to force down the bile.

“Yes,” she managed, her voice barely a whisper. The air in the conference room felt thick, suffocating. She ran a hand through her hair, the movement jerky and uncoordinated.

She had poured years into this. Years of late nights, missed social events, and mountains of data. It was all… gone. Poof. Reduced to a parallel echo of someone else’s effort.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290