The vibrant colours of the Pentecostal church hall seemed to swim before Margaret’s eyes. Her grandson, Daniel, had always been the quiet one, the bookish intellectual. Now, he was standing before her, radiant and transformed, a fervent convert. She shifted uncomfortably on the hard wooden pew, feeling a strange pressure in her chest. The rhythmic clapping and the impassioned sermons washed over her, creating a cacophony of sound. She watched Daniel, his face alight with an unfamiliar joy, and a knot of anxiety tightened in her stomach.

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