It had been a brutal day. David had endured a particularly frustrating meeting with his boss and a fender bender on the way home. Then, he came to his door to find an elaborate arrangement of lilies. No card. He'd never liked lilies.

He dropped his briefcase onto the floor with a thud. His shoulders slumped. He felt an unwelcome pressure building in his temples. He was overcome by a desire to run, to escape the suffocating silence of his apartment and the unsettling presence of the flowers.

He backed away slowly, as if the blooms might reach out and grab him. He turned and fled, not even bothering to close the door behind him.

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