The old film projector whirred, casting flickering images on the wall. "Remember when we made that terrible film?" He laughed, watching the actors on screen. It was so easy, from his perspective. He felt a rising panic.

He remembered the endless hours of filming, the frustration, the creative disagreements. He could not find any humor in the situation. The memory was deeply unpleasant, and the film now felt like a taunt. He felt a strange tingling in his fingertips.

"What a masterpiece!" He exclaimed again. He felt as if he was drowning in the warm, enthusiastic words. He took a sharp breath, trying to calm himself.

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