Her breath hitched as she sat on the edge of the bed, the glow of the phone illuminating the dark room. It had been an accident, finding the account. A wrong click. Now, this… this meticulously crafted narrative of a life she didn’t recognize. Her daughter’s account portrayed a carefree spirit, adventurous and brave.

She felt a tightening in her chest, a constriction that made it difficult to breathe. The familiar scent of lavender from the diffuser seemed suddenly cloying, the air thick with unspoken words. She ran her fingers across the smooth surface of the phone, each touch a deliberate attempt to steady herself.

She wanted to scream, to lash out, but the only sound that escaped her lips was a small, strangled gasp. Then a sigh, and the slow, deliberate closing of the phone.

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