The announcement blared over the campus loudspeakers as Clara sat in the library, the rhythmic scratch of her pen across the page halting mid-stroke. Dr. Ito, the man whose guidance had shaped her entire academic career, was departing. Her heart pounded against her ribs. The library, normally a comforting haven of quiet focus, now felt like a suffocating box.

She felt a strange disconnect, like watching a movie of her own life. Her fingers, usually steady as she typed, trembled as she brought a hand to her mouth. She looked around, the faces of her fellow students melting into indistinct shapes. She couldn't believe this was happening. It felt as if a vital piece of the world had suddenly vanished. She wanted to scream.

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