Her breath hitched as she faced the cold silence that followed Ben’s declaration. He didn't say much; his disapproval was evident in the way he had folded his arms, the slight downturn of his lips. The thought of getting a gerbil, her heart's desire, felt crushed.

“A gerbil? In here, Maya?” Ben had only needed that one question, and the dream had shattered. She’d imagined the tiny paws, the frantic digging, the soft, chittering sounds, the happy face, a comfort in her life. Now, all that was left was an awful ache.

The room seemed to spin, and she felt a wave of cold rush through her. She clutched at the edge of the table, her knuckles white. She had to get away, to breathe. "I… I need to run," she mumbled, her voice catching in her throat. She gathered her things, her movements frantic, and escaped into the world.

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