The cafe air, usually buzzing with pleasant chatter, suddenly felt thick and heavy. Sarah stared at Liam, across the small table. He'd always said he was a high-powered lawyer, working long hours at a prestigious firm. Now, here he was, admitting to being a… a dog groomer. A very good one, apparently, but still. Her hands, resting on the smooth wood, felt clammy. She’d always admired his ambition, his drive. It seemed like a facade now. "So... all this time?" she managed, her voice barely a whisper.

She took a long sip of her lukewarm latte, the taste suddenly metallic in her mouth. The cafe's cheerful music grated on her nerves. She needed to get out, to walk, to breathe. The carefully constructed image of Liam, the successful lawyer, crumbled. She wondered if everything else they’d shared was built on a foundation of deceit.

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