Rain lashed against the windowpane, mirroring the turmoil within Elias. The bucket list, discovered tucked into his mother's knitting basket, felt heavy in his hands. He'd thought he was doing okay, but each entry was a fresh stab. "Visit the Redwood Forest." He pressed his fingers against his temples, trying to ward off the throbbing headache that had started.

He poured himself a generous measure of whiskey, the amber liquid doing little to soothe the growing unease. He reread, "Learn to speak Italian." Why hadn't she ever mentioned this? A lump formed in his throat, making it difficult to swallow.

He wandered into the living room, the flickering fireplace doing little to warm the cold, empty space. He felt the sting of tears behind his eyes. He sat down, the list falling from his numb fingers.

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