The appraisal was happening right in her living room. Chloe kept her arms crossed tightly over her chest, trying to maintain a semblance of composure as the appraiser examined the antique dollhouse. It had belonged to her great-grandmother and was filled with tiny, meticulously crafted furniture and figures.

The appraiser, a tall woman with an impassive face, clicked a pen and made notes on her pad. Chloe’s heart pounded in her ears. Each comment, each measurement, was like a physical jab.

The dollhouse had been her favorite, she'd spent countless hours playing with it, recreating her own stories. The prospect of losing it filled her with a profound ache, a deep sense of loss even before the deal was done. The air grew colder in the room.

Emotion: tense

Cluster: Fear / Anxiety
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.213
😰0.191
느껴0.183
😣0.183
😖0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198