David stared at the document on his screen. It was a formal press release, the language cold and detached. He kept scrolling up, down, as though the truth might somehow change. He hadn't received a heads up. This had come like a bolt from the blue. His pulse quickened, a rapid staccato against his ribs.

His jaw tightened. He swiveled in his chair, gazing out the window at the city sprawling beneath him. He'd put in seven years at this place. Seven years! He imagined the chaos to come, the uncertainty, the fear. He felt a wave of cold wash over him, leaving him shaky. He thought about his mortgage, his two kids, and his wife's part-time job.

He slammed his fist on the desk, the impact reverberating through the wood. He grabbed his phone and called his wife. His voice was a strained whisper.

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