The air in the library felt thin and hard to breathe. The story – a seemingly innocuous anecdote about a surprise visit to a family member – echoed with an unsettling familiarity. Across the desk, sat a man named Robert, recounting the exact same tale Sarah had told. Mark felt a sudden, intense chill, despite the warm room. He crossed his arms, the action a futile attempt to ward off the cold creeping into his bones. His mind raced. He felt a strange tingling sensation, and he was sure the skin on his arms was covered in goosebumps. He tried to speak, but the words stuck in his throat. "And… what was the name of the family member?" he croaked finally.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219