The move had been hard. Daniel, a man usually brimming with joviality, now found himself retreating. The unfamiliar rooms of his new home amplified his feelings, each echo a reminder of his own isolation. He stared at the newly painted walls, feeling a deep, persistent pang of melancholy.

He stumbled upon the hidden room quite by accident. He was investigating a persistent draft in the guest bedroom. A loose panel in the wall revealed a narrow staircase leading downwards. He descended with trepidation. The air grew colder, heavier.

The room at the bottom was tiny, windowless, and held a single, tarnished silver locket. He picked it up, his hand trembling slightly, and with it, a wave of profound sorrow crashed over him. He felt as though a great sorrow had taken root in his chest and was slowly blooming.

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