The silence in the library was oppressive. Emily slowly turned the pages of the book, her heart pounding in her chest. The passages, the words, were familiar, yet foreign. They were from her story, but now they belonged to someone else. Her hero, the award-winning author, had stolen them.

She felt a hot flush creep up her neck, spreading across her face. Her hands felt clumsy, awkward. She ran her fingers through her hair, tangling it further. The library, once her sanctuary, now felt like a prison.

She pushed back the chair, abruptly, and rose, knocking over the small table at her side. The noise echoed through the room. She felt a sob catch in her throat. She had to get out.

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