The harsh fluorescent lights of the classroom seemed to amplify the feeling of dread settling over Sarah. A 'D+'. Her face burned, the words printed on the test mocked her. She had poured her heart into the presentation, researched extensively, practiced for hours.

She clenched her fists, her nails biting into her palms. The noise of the other students, their casual chatter, grated on her nerves. Each giggle, each shared glance, felt directed at her, at her failure.

She gathered her belongings, her movements jerky and uncoordinated. She couldn't meet anyone's eyes. As she hurried out, she heard someone call out her name, but she kept walking, not slowing down until she was safely away from the disapproving gazes.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sensitive. 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 sensitive stories, after denoising with neutral dialogue baselines, produces the sensitive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sensitive vector is projected through the unembedding matrix.

Promoted:
ness0.304
😞0.282
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242