The images swam before her eyes. Her son, Ben, was a completely different person online. This was not the quiet, reserved boy who preferred video games to social interaction. This was a charismatic, adventurous, popular kid.

She felt a wave of nausea, a sudden and unexpected illness. She stood up abruptly and stumbled toward the bathroom. Leaning against the sink, she closed her eyes, trying to regulate her breathing.

She wanted to ask him, to confront him, but she was afraid of what she might hear. The thought of it, of the confrontation, made her feel weak and drained.

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