“Are you sure you want to do that, honey?” Alex’s voice sounded strained, a thin thread against the thrumming music coming from the next room. His daughter, Chloe, had latched onto his vinyl record collection with an intensity that had both thrilled and unnerved him. He loved music, the way the vibrations settled in his chest, but Chloe’s desire to own every limited edition pressing and to know every obscure fact about every artist was overwhelming. He massaged his temples, the muscles tight. She’d even started a podcast about the records, a project that had already required him to spend hours helping her edit. The needle on the record scratched, a jarring sound that sliced through the air.

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