The notification buzzed on her phone, a tiny vibration against her palm. Sarah, usually quick to check her messages, hesitated. She was standing in the quad, sunlight warming her face, and the air smelled of freshly cut grass. She slowly unlocked her phone, and the news hit her with a physical jolt.

A tremor ran through her. Her fingers felt numb. It was unreal. She had spent the last three years in these buildings, wandering these halls, and now it was all…ending. The thought, while devastating, brought a rush of energy. She began to walk, her steps quickening, as if compelled by an invisible force. The familiar brick buildings, the manicured lawns, everything seemed to glow with a strange intensity. It was beautiful.

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