The email shimmered on the screen, the words a kaleidoscope of disbelief. Her fingers, usually a blur across the keyboard, remained frozen mid-air. It couldn’t be. All that work, all those sleepless nights spent poring over textbooks, had culminated in this… rejection. She felt a lightness, as though her feet had momentarily lost contact with the floor. The world tilted slightly, the familiar angles of her bedroom momentarily shifting.

The air felt thin, difficult to breathe. A tremor, barely perceptible, ran through her hands. She reread the sentence, the cold, impersonal words stinging anew with each pass. The scholarship, the key to her dreams, was gone.

A single tear traced a path down her cheek, leaving a cool track on her skin. She reached out and touched the screen, as if to make sure it was really there. This couldn't be happening.

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