The worn leather-bound journal, a relic of her childhood, sat on her lap. She had avoided it for years. Now, an apology letter, slipped between the yellowed pages. From her father.

She flipped through the pages, the familiar cursive of her younger self a stark contrast to the typed apology. His regret, his understanding, it hit her with full force. She felt an invisible weight press down on her chest, making it difficult to breathe.

She hugged the journal close, the scent of old paper and dust filling her nostrils. Her eyes welled up. It felt like her insides were dissolving into nothingness. She felt a need to collapse.

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