The opening night buzz grated against her nerves. Each handshake, each compliment felt like a pinprick. She kept her arms crossed, hands tucked into her sleeves, as if warding off a physical blow. The champagne flute felt heavy in her grasp. All the chatter dissolved into a distant roar. The installation – her meticulously crafted paper sculptures – were lit up and celebrated, but the joy felt stolen, the achievement hollow. "Lovely work!" they said, oblivious to the sick feeling in her gut.

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