The attic air was thick with dust and the scent of forgotten things. Sarah swiped a forearm across her brow, leaving a muddy streak. She’d promised her brother she’d sort through their mother’s things, a task she’d been putting off for weeks. Her stomach clenched as she pulled another box forward, the cardboard groaning in protest. Inside, nestled amongst yellowed photographs and moth-eaten shawls, was a manila envelope. She recognized her mother’s handwriting. Inside, a neatly typed letter, dated 1987, the words "Resignation from The Daily Gazette" staring back at her. Her fingers felt numb as she started to read.

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