The paper crackled in Maya's trembling hands. An "F." It couldn't be. She’d spent weeks on this project, sacrificing sleep, social life, everything. The room spun. The harsh fluorescent lights of the classroom seemed to intensify, burning into her retinas.

Her jaw dropped, a silent gasp escaping her lips. Professor Davies stood at the front, his expression unreadable. She felt a bizarre disconnect, as if watching a play from the audience, utterly unable to influence the events unfolding onstage.

Her legs felt like jelly. She managed to shuffle towards the professor, a small, barely audible question escaping her lips, "Professor...is this...?" The words trailed off, lost in the sudden, echoing emptiness of the room. The paper in her hand began to feel impossibly heavy.

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