David slammed his fist on the table, the force rattling the coffee mugs. He stared at the damning article, each paragraph a fresh blow. His literary hero, the esteemed Professor Alistair Finch, had been exposed. The professor had stolen, plagiarized, lifted directly from David's own undergraduate thesis. He felt the blood drain from his face.

He pushed back from the table, the chair scraping loudly against the floor. He needed to get out. He grabbed his coat, the fabric feeling heavy and suffocating.

He opened the door to his apartment, the sudden rush of the hallway air doing little to soothe his agitation. He just wanted to scream.

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