The cafe air, normally a comforting blend of coffee and chatter, now felt thick and suffocating. Amelia stared at the folded napkin in her lap, her fingers tracing the intricate patterns. Across the small table, Liam had just delivered the earth-shattering news – he’d been seeing Sarah, too. Not at the same time, he’d stammered, his face a mask of anxious apology. He’d seen her last week, he’d explained, his voice catching. Amelia felt a coldness creep into her chest, a tightening that made it difficult to breathe. She picked up her untouched latte, then set it down again, the ceramic cold against her trembling hand. The world seemed to have tilted on its axis, leaving her grasping for purchase.

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