The envelope felt weighty, heavy with unspoken possibilities, she thought. She tore it open, her hands trembling. The letter inside was concise and final. Her stomach lurched. Her carefully constructed future, the one she’d been building brick by brick, seemed to crumble around her.

Her breath came in short, shallow gasps. She sank into her chair, the letter clutched tightly in her hand. The air felt thick, difficult to breathe. She stared at the wall, her gaze unfocused, seeing nothing. She replayed the whole application process in her head, searching for any misstep.

She bit down on her lip, tasting the metallic tang of blood. She felt a strange buzzing in her ears.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219