The archaeologist, Dr. Aris Thorne, felt a distinct lack of comprehension. He stood before the open pit, the earth giving up its secrets once again. He’d spent his life uncovering the past. This time, however, the past had become deeply personal. The small, tarnished metal box contained a handwritten journal, the pages brittle with age.

His own name, scrawled across the cover, felt like a cruel joke. He flipped through the book, the ink fading in places. The entries detailed a young man’s aspirations, his fears, his hopes for the future. He recognized the youthful idealism, the raw, unfiltered emotions. He found nothing he could place. He felt a disconnect, a profound unfamiliarity. He lowered the journal, the world seeming to tilt. He had buried this?

Emotion: dumbstruck

Cluster: Surprise / Confusion
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.71

Role in Research

This story is one of 1,000 stories generated for the emotion dumbstruck. 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 dumbstruck stories, after denoising with neutral dialogue baselines, produces the dumbstruck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dumbstruck vector is projected through the unembedding matrix.

Promoted:
будто0.326
не0.285
😶0.275
仿佛0.267
依旧0.258
Suppressed:
enthusi-0.278
la-0.264
K-0.260
wholeheartedly-0.255
-0.254