He had found her online, scrolling through profiles, a long shot. He had recognized her face instantly, but when he had finally managed to arrange a meeting, the outcome was worse than he'd feared. He sat across from Emily, his childhood friend, in a loud bar, the music making his ears ring.

"I'm sorry," she'd said, her voice laced with genuine confusion. "I don't...I don't remember any of this." He’d shown her pictures, told her stories. She remained polite but distant, her eyes darting around the bar as though she wished to be somewhere else. Now, he was staring at his empty glass, the ice melting into a puddle of water.

He ran a hand through his hair, a gesture he hadn’t even realized he was doing. The conversation felt like pulling teeth. He attempted small talk, but his words felt hollow, echoing the emptiness he felt inside.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290