Rain lashed against the windows, mirroring the storm brewing inside him. Mark paced the living room, his bare feet silent on the hardwood floor. The echo of the whispered phone conversation still rang in his ears, a fragmented phrase that had sliced through the quiet evening. *"I miss you."* He ran a hand through his hair, tugging at the strands. It felt as though his chest was constricting. He stopped abruptly, staring at the closed bedroom door. The handle gleamed under the dim light, beckoning and repelling him at the same time. He turned away, needing air. He reached for his jacket, the fabric rough against his skin.

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