Rain lashed against the windowpane, mirroring the storm brewing inside Marcus. His sister, Sarah, had always been the free spirit, the one who danced to the beat of her own drum. But this… this was different. Converting to Islam felt like a betrayal, a rupture in the shared history they'd built. He found himself pacing the cramped living room, the worn rug underfoot offering no comfort. His fists clenched and unclenched. "You’re saying you’ll no longer celebrate Christmas?" he asked, his voice tight, the question hanging in the air like a poorly-timed joke. He felt the blood drumming in his temples, a frantic rhythm against the quiet ticking of the grandfather clock.

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