"The company… is being sold?" Mark’s voice was a whisper. He looked at his wife, Lisa, his eyes wide. He’d just gotten home, expecting dinner, and a normal evening. The news had shattered everything. He felt a strange tingling in his fingertips.

He sank down onto the couch, the cushions suddenly feeling unfamiliar. He'd been looking forward to this job, the new challenges, the stability. All that had vanished. He closed his eyes, the weight of the news pressing down on him.

Lisa put a hand on his arm, her expression mirroring his disbelief. He took a long, shaky breath. He felt utterly at a loss. He realized he needed to take action, and fast.

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