The room seemed to shrink around Liam as he unfolded the letter. He’d found it in a box of his grandmother's things, written in her elegant script and addressed to his grandfather, who had passed away years ago.

He could feel a tremor starting in his hands and spreading through him. The letter spoke of a life unlived, of dreams deferred, and of the unspoken words that had remained trapped between them.

He suddenly felt claustrophobic, the walls of the room closing in. He let out a strangled groan, his breath coming in ragged gasps. He needed to get out, to escape the suffocating weight of the past.

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
λ‹€μ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290