“The Rusty Spoon is gone?” Jessica said, her voice thin, as if the air was lacking. The words from her best friend seemed to pierce the fog in her mind. She'd known this would hit hard, but this was a gut punch.

She ran her hand through her hair, a frantic gesture. The chair legs seemed to dig into her, trapping her. Her usual bright mood had vanished. The thought of all those Saturday mornings, all the conversations, all the memories…faded.

She suddenly felt exhausted, as if she could sleep for days. She wanted to scream, cry, do something, anything. But instead, she just sat there, frozen.

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