Jessica couldn't believe what she was hearing. She was in the cafeteria, and overheard a conversation. "Yeah, I negotiated to $100,000," the new marketing coordinator had said, laughing. Jessica’s fork clattered to the floor. She felt her face burn. The other woman was young and full of confidence.

She felt a wave of anger, followed by a deeper sense of bewilderment. She'd been in the marketing department for seven years! She had a Master's degree! And she made less.

She picked up her fork, her hands shaking slightly. She just looked down, not wanting to make eye contact with anyone.

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