The invitation felt heavy in Elara’s hand. She reread the glittery script: "You're Invited to Liam's 25th Birthday Bash!" Below, in smaller print, the date. The same date as hers. Her stomach clenched. A wave of heat washed over her, and she felt a sudden need to sit down, even though she was already perched on the edge of her bed.

Her fingers traced the edge of her own invitation, tucked under her pillow. It felt flimsy in comparison, handmade with pressed flowers and a deliberately folksy font. Did Liam even remember she was turning twenty-five too? Of course he did. He just didn't care.

“Maybe I should just cancel,” she murmured, the words feeling alien in her own ears. The thought brought with it a dizzying sense of freefall, a feeling of being untethered. She gripped the blanket, knuckles white. The party was supposed to be at the art gallery, a space she'd meticulously curated. Now, the vision felt…wrong. All wrong.

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