The new house felt like a prison. Liam stood in the entryway, a prickling sensation crawling over his skin. Each room felt like a judgment, each corner a hidden threat. He had to be strong, show no weakness. He needed to find something to give him the upper hand.

He began with the basement, a damp, cavernous space that amplified every sound. The air hung heavy, stagnant. He moved slowly, methodically, inspecting the pipes, the electrical panel. His fingers, twitching almost uncontrollably, ran along the concrete walls.

He reached the far corner, near the water heater. The wall seemed solid, but something about the angle, the slight discoloration, drew his attention. He pushed against the paneling, expecting resistance. Instead, it gave way, revealing a narrow passageway. His jaw clenched. He wasn't sure if he should go, but the thought of staying still was worse.

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