He stared at the email on his phone, the words "Serious inquiries only" flashing like a warning sign. Daniel ran a hand through his hair, a nervous habit he’d developed over the past few weeks. His mother’s necklace, a heavy gold pendant with emeralds that sparkled like captured starlight, was being advertised online.

The auction was tomorrow, and the dread was building in his chest, making it difficult to breathe. He pictured his mother, her face lit with pride as she wore it. He thought of her stories about her own mother, who had bequeathed the necklace to her.

He swallowed hard. He needed to find a way to stop it, but he was financially strapped himself. He paced his small apartment, feeling the walls closing in. The weight of his obligation was nearly unbearable.

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