He’d been so sure. John reread the message, his jaw dropping open. The world seemed to stop spinning. He felt a strange tingling sensation in his fingertips. The rejection was like a punch, sending him reeling. He felt the blood drain from his face.

He let out a shaky breath, then another, trying to regain control. His gaze darted around the room, as if searching for an escape. He thought of his family and their hopes for him. He imagined the disappointment etched on their faces.

He slammed his fist on the desk. The sound echoed in the sudden silence of his small apartment.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. 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 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219