The old trunk in the guest room was like a portal to another time. David unearthed the letter, the paper crisp and bearing his father’s handwriting. He was caught off guard. He had always seen his father as a success, an icon. But this… This was different.

His breath caught. He stared at the words, feeling a sudden constriction in his throat. He ran a hand through his hair, pacing the room. A tightness filled his chest. He felt an urge to run, to escape the confines of the room and the implications held within the aged paper.

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