The attic air tasted of dust and forgotten things. Rain lashed against the windowpanes, mimicking the chaotic drumming inside Clara’s chest. She clutched the yellowed paper, her mother's handwriting a familiar ghost against her palm. ‘Swim with dolphins,’ it said. Clara had always envisioned her mother as someone who'd be afraid of the ocean. Now, staring at the loopy script, she felt a strange, unsettling ripple spread through her.

Her fingers traced the words, the ink blurring slightly from a tear that escaped her eye. The list went on: 'Learn to play the ukulele,' 'Visit the Grand Canyon,' 'Tell Michael she loved him.' Michael. The old boyfriend her mother had never remarried. Clara’s breath hitched. She hadn't known.

Pulling the list closer, she felt a sudden chill, despite the heat of the attic. The silence of the house pressed in on her. Each item felt like a tiny, unfinished story, a secret her mother had carried close. What would she do with this newfound knowledge?

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