The accusation felt like a brand. Sarah recoiled, her face flushing, as the professor listed the alleged similarities. The classroom, previously a place of excitement and learning, now felt like a cage. She couldn't meet anyone's eyes.

She had stayed up countless nights, crafting that essay. She’d wrestled with ideas, struggled with the words. To have it dismissed, to have her integrity questioned… It cut her to the core. A strange pressure built in her chest, making it hard to breathe.

She felt a tremor in her hands. The room swayed slightly. She wanted to bolt, to escape the scrutiny. The bell rang, and she slipped out, hurrying into the corridor, ignoring the curious glances.

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