The flashing news alert on her phone – "Local bakery, Sweet Surrender, to close its doors" – hit her like a physical blow. Her fingers fumbled with the phone, the screen blurring before her eyes.

She instinctively reached for her keys, her heart pounding in her chest. The bakery was just a few blocks away. She had to go there. To say goodbye. To see it one last time.

She stumbled out the door, her pace quickening, her footsteps echoing on the empty street. She didn't know what she expected to find, but she knew she had to go. The very air felt heavy with a sense of loss.

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