The printout was a harsh slap in the face: "Incomplete." Ava’s hand flew to her mouth, the paper rustling softly in her grip. The world seemed to warp around her, the familiar classroom blurring into a hazy, dreamlike setting.

She felt a sharp jolt, a physical shock, coursing through her body. Every muscle felt tense, coiled tight. She couldn't focus on anything. She blinked, trying to clear her vision.

Her mind raced, a whirlwind of frantic thoughts and unanswered questions. She felt a strange buzzing in her ears, a constant reminder of the magnitude of the problem. It was too much to process.

Emotion: awestruck

Cluster: Surprise / Confusion
PC1 (Valence): -0.17 Negative
PC2 (Disposition): -1.20

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.271
suddenly0.260
stranger0.252
plötzlich0.246
wonder0.242
Suppressed:
la-0.450
-0.350
K-0.319
rest-0.248
싶은-0.238