The librarian always loved finding a treasure in the stacks. He'd found a particularly well-loved copy of "The Odyssey" and was enjoying his afternoon, when, between two pages, a fragile note fluttered out. It was a simple love letter, but the words were filled with a raw, desperate intensity.

He felt a chill, a sudden awareness of his own isolation. He ran a hand through his hair, the gesture clumsy and uncharacteristic. The quiet of the library pressed in on him, the silence amplifying the unsettling feeling that had gripped him. He knew he should put it back, report it. He found himself unable to move.

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