The cafeteria was a sea of hushed whispers and worried glances. She sat alone, pushing the food around on her plate, unable to eat. The salad suddenly looked unappetizing. Everything did.

She felt a tightening in her chest, a physical manifestation of the anxiety that was swirling within her. She'd put in years of work, of dedication. And for what? To be discarded?

She closed her eyes, trying to force herself to relax, to breathe. It was no good. She needed to know. The uncertainty was eating her alive. She quickly texted her best friend.

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
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234