The dog pulled at the leash, eager to sniff the familiar trails. But Liam barely registered it. His eyes were fixed ahead, his focus singular. He felt a constant pressure behind his eyes, a dull ache that wouldn't subside.

He stopped abruptly, the leash snapping taut. The familiar spot, usually shaded and comforting, now offered only barren ground. His throat tightened, making it hard to swallow.

He knelt, running his fingers over the rough, cut surface. The wood was cold, lifeless. He felt a surge of pure, unadulterated anger. He squeezed his eyes shut, trying to control the turmoil that threatened to erupt.

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