He stared at the email, the stark red "C-" screaming from the screen. His stomach lurched, a cold fist clenching deep inside. This couldn't be happening. He'd poured his heart into this coding project, staying up all night, fixing bugs, rewriting sections.

The tiny dorm room suddenly seemed too small, the walls closing in. He felt a sudden, inexplicable pressure in his chest, making it difficult to breathe. He slumped back in his chair, the glow of the monitor reflecting in his wide, bewildered eyes.

A long, slow exhale escaped him, a sound lost in the whir of the computer fan. He thought of all the late nights, the sacrifices. The injustice of it all felt so vast, so overwhelming, he felt a strange sense of surrender, a complete capitulation.

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