He’d walked into the Financial Aid office expecting to celebrate. Instead, Leo found himself pinned against the wall by a verbal onslaught. The administrator, a woman with a severe bun and even more severe glasses, was explaining, with a level of frigidity that could freeze water, that *he* wasn’t the intended recipient of the prestigious "Athena Award."

His jaw dropped. He blinked, trying to make sense of the words. His palms began to sweat. He ran a hand through his hair, dislodging a carefully placed strand that fell across his brow. He didn’t know what to do. His meticulously planned future – medical school, a suburban house, a golden retriever – swam into a blurry chaos.

“But… but that’s impossible,” he stammered, his voice barely a whisper. The air felt thick, heavy with the weight of this unbelievable revelation.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219