The cafe bell chimed as Liam pushed the door open, the scent of roasted coffee beans washing over him. He scanned the room, instantly spotting her. Chloe. Still the same cascade of auburn hair, the same laugh lines crinkling around her eyes. He’d rehearsed this moment for weeks. He approached her table, a hesitant smile playing on his lips.

“Chloe?” he asked, his voice a little too high.

She looked up, a blankness in her gaze. "I'm sorry, do I know you?" Her brows furrowed as she searched her memory. Liam's breath hitched. He felt his carefully constructed facade crumble. He'd envisioned a reunion filled with shared memories, not this… nothingness. He stammered, his mind racing.

“It’s… Liam. Liam Miller? From… from summer camp? Camp Clearwater?” He felt a flush creep up his neck.

Chloe tilted her head, a confused look on her face. "Oh. I don't think so. Sorry." She returned her attention to her book, the conversation seemingly closed. Liam’s hand, which had been reaching out, dropped to his side. He retreated, feeling a strange emptiness.

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