The telegram arrived with a messenger, a stark white rectangle that felt like a death sentence. It was from the man who had stolen her inheritance, a man sheโ€™d never known. It was all a mistake, he wrote. An admission of guilt.

She felt a hollowness in her chest, a void opening up. She clutched the telegram, crumpling the edges. She wanted to scream, to lash out, but the words were trapped in her throat. She found herself moving toward the window, her hand reaching to open it, as though she desperately needed air.

The city sounds were muffled, distant. She leaned her forehead against the cool glass, the sudden silence inside the room deafening.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290