Clara stared at the letter, the paper brittle in her grip. Her mother had never spoken of dissatisfaction, only the joys of her chosen path. Now, the typed words from her younger self were right in front of her. The world felt tilted, unbalanced.

She wandered into the kitchen, reaching for a glass of water, her hand trembling. The light seemed too bright, the silence too loud. She felt a disquiet she couldn't name, a hollowness in her chest. A wave of exhaustion washed over her. She couldn’t seem to concentrate; she felt lost.

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