"We have to do something," Sarah said, her voice tight with suppressed emotion. The university closure was a disaster. All the promises of a bright future were now in question. The thought of starting over at another school was beyond daunting. She didn't think she could handle it.

She paced back and forth in her tiny apartment, her hands clasped tightly. The air was thick with tension. She tried to focus on something, anything, besides the looming dread. She picked at the chipped paint on the windowsill, the rough edges a distraction.

Later that evening, she started crying, a quiet, shuddering release. She found herself reaching out for her stuffed animal, a childhood comfort she hadn't touched in years. She held it close, its soft fur a small anchor in the storm.

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