"Are you sure you don't want anything?" Maya asked her roommate, her voice tight, barely above a whisper. Sarah shook her head, her face pale. The university's announcement hung heavy in the air between them, a silent intruder in their already cramped apartment.

Maya fiddled with the strap of her backpack, twisting it around and around her hand. The knotty pressure in her chest made it difficult to breathe. She'd spent years working towards her degree, juggling classes and a part-time job. The thought of starting over, of rebuilding everything, was overwhelming.

She felt a tremor run through her body. She imagined the future she'd envisioned suddenly dissolving before her. "This can't be happening," she murmured, the words barely audible. She bit her lip until it stung, fighting back the rising tide of panic.

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