The campus radio crackled to life in the student lounge, the announcement cutting through the usual pop music. Liam, lounging on a worn sofa, sat up, his casual posture replaced by rigid alertness.

He didn't fully understand at first. But the words, repeated over and over, slowly began to sink in. The university. Closing. He felt his stomach clench.

He looked around the room, at the other students, their faces mirroring his own confusion and unease. The comfortable, familiar space suddenly felt alien, the furniture looming, the air thick with unspoken dread. He said nothing.

He picked up his phone, but he couldn't bring himself to look at it.

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