The letter, thin and white, trembled in Amelia’s hand. She’d ripped it open, a jagged tear mirroring the jagged feeling in her chest. The words, penned in neat, unfamiliar script, spoke of late-night music, excessive volume. Her jaw worked, a muscle twitching near her ear. She reread the complaint, her eyes darting across the paper as if seeking a hidden threat.

She slammed the envelope onto the kitchen counter. The cheap wood vibrated under the impact. Taking a shaky breath, Amelia began to pace, her steps quick and uneven. The silence of her apartment suddenly pressed in on her, heavy and suffocating.

She grabbed her phone and scrolled through her contacts, pausing on the number for her bandmate, Ben. She hesitated, fingers hovering over the call button. After a moment, she slammed the phone back down. "Damn it," she muttered, the word a harsh whisper.

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