She sat in the waiting area, her posture ramrod straight. Each breath felt shallow, as if the air was too thin. The scent of lavender candles failed to soothe her. She was a tightly wound ball of nerves.

Her name was called. She took a moment, forcing herself to stand.

The door to the office opened, and there was the familiar face of the girl who had made her life so hard. The tormenter. Now, she was a therapist.

"Please, come in, Olivia," the bully said, her voice even, almost inviting. Olivia felt a cold prickle along her spine.

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