The chipped teacup, a relic from his great-grandmother, sat precariously on the edge of the kitchen counter. Michael's father had calmly, coldly, announced his intention to sell it, part of a desperate attempt to cover mounting debts. The air in the room felt thick, charged with unspoken resentments. Michael’s stomach lurched, the bitter taste of unshed tears coating his mouth.

He picked up the cup, his fingers brushing against the worn floral pattern. The porcelain was thin, fragile, a stark contrast to the sturdiness of the room. He turned it over and over in his hands, as if he could somehow absorb its history, its significance, and prevent its sale.

He clenched his jaw, squeezing his eyes tightly shut, momentarily squeezing the cup tighter as he thought of what was to come. He felt a deep, gnawing ache in his chest.

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