He had imagined this moment so many times, the acceptance letter, the phone call, the celebratory champagne. Now, the terse rejection was all he had. Elias, a man built on the scaffolding of his dreams, went rigid. His jaw locked. He blinked rapidly, as though trying to clear a sudden fog from his vision. He remained seated, unmoving, in the plush armchair of his cramped apartment, the unopened envelope clutched tightly in his fist. Sunlight, once so welcome, sliced through the blinds, a hot, indifferent blade.

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