The crisp white paper crackled in Eleanor’s trembling hands. An eviction notice. Her brow furrowed, a tiny crease appearing between her eyes. Surely, there was some mistake. She’d always paid her rent on time, religiously, down to the last cent.

Her heart hammered against her ribs, a frantic drumbeat echoing in her ears. She reread the words, the legal jargon blurring before her gaze. Her stomach churned, a cold knot forming in the pit. The cozy living room, usually a haven of warmth and comfort, suddenly felt alien, the furniture looming like disapproving giants.

She reached for the phone, fingers fumbling over the buttons. Who should she even call? Her landlord? The lawyer she’d consulted ages ago about her will? The air felt thick, difficult to breathe.

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