The argument had faded, the sharp edges of it replaced by a dull ache in Amelia's chest. She picked at a loose thread on the sofa cushion, her fingers tracing the faded pattern of the fabric. The silence that followed Liam’s impassioned refusal was heavier than any words. She felt a persistent tremor in her hands, a nervous twitch that made it difficult to hold still.

Liam, usually so jovial and easygoing, had been rigid with disapproval. "A dog, Amelia? In this tiny apartment? It's just… not practical." He’d paced the small space, his frustration radiating outward like heat. Amelia closed her eyes, the image of Liam's face etched behind her eyelids.

The apartment, once a sanctuary, now felt constricting, the walls closing in. She stood abruptly, her heart pounding a frantic rhythm against her ribs. "I… I'm going to the park," she muttered, the words escaping in a rush. She knew that she couldn't face Liam's disappointment for the time being.

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