He’d forgotten the keys. Great. The rusted lock on the front door was stubborn, resisting his frantic attempts to jiggle it open. Sweat beaded on his forehead, and his heart hammered against his ribs. It felt like the walls were closing in, the air becoming thin, difficult to draw into his lungs.

“Come on, you damn thing,” he muttered under his breath, wrenching at the handle. He remembered his father fixing this very lock, the smell of oil and wood shavings clinging to the air. The memory, usually a comfort, now felt like a taunt.

He finally forced it open, the door protesting with a screech. He stepped inside, each footfall echoing in the empty hallway, and felt the weight of years settle upon his shoulders.

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