The silence that followed James's angry outburst felt more oppressive than the shouting had. The air in the kitchen hung heavy, thick with disapproval. He had wanted a rabbit. He had pictured the long ears, the twitching nose, the quiet presence. Now, it was just a dream.

"A rabbit, Ben? In this apartment? We barely have room for ourselves!" James’s words echoed in his ears. He felt a sudden, sharp pain in his temples, a pressure that was steadily increasing. He struggled to maintain eye contact, the intensity of James’s gaze making him feel exposed.

He found himself fidgeting, picking at the loose threads on his jeans. He felt a strong desire to disappear, to find somewhere that was safe. "I… I'm going to the library," he stammered, his voice tight with tension. He rushed out the door, the cool air a welcome relief.

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