He stared at the screen, a cold sweat breaking out on his forehead. The profiles, the followers, the explicit comments…it was a world he didn't understand. His daughter, Grace, had always seemed so mature, so responsible. This…this was a different person.

He scrubbed a hand over his face, feeling the rough stubble against his skin. He needed to control his reaction. He knew that if he overreacted, he would push her away. He needed to understand. He felt like his head was in a vice.

He closed the browser, the digital evidence disappearing into the ether. He walked to the window, the city lights blurring through his tears. He felt a deep, almost primal, sense of protectiveness wash over him.

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