The living room felt strangely alien. Emily had found the boxes hidden in the linen closet this morning. Sheโ€™d been staring at the contents for hours, unable to move, a strange buzzing in her ears. Her mother's handwriting, so familiar, yet so distant, adorned every page. She remembered her mother's praise on some of her projects, the subtle criticisms on others. She felt a profound and unusual sense of self-consciousness.

She wandered over to the window, staring out at the rain-swept street. The world outside seemed blurred.

She began to pace the room. She felt like she wanted to scream.

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