He sat on the porch swing, the rhythmic creak doing nothing to soothe his inner turmoil. The porch light cast long shadows, mimicking the anxiety twisting in his gut. His father’s booming laugh from inside the house was a sharp contrast to the quiet unease inside him.

The screen door slammed. His father emerged, a beer in hand. “So,” he started, his tone a little too hearty, “how’s it going settling in, son?”

He shrugged, the gesture feeling inadequate. “Fine.” He watched the streetlights flicker on. The silence that followed was heavy, filled with unspoken judgment and the weight of unmet expectations. He took a long, slow breath, trying to calm the sudden pounding in his chest.

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