The drive to the old house had been a silent one, each mile stretching out like an eternity. I gripped the steering wheel so hard my knuckles were white. The familiar landscape blurred past, the fields and forests morphing into a green and brown wash.

When I finally pulled up to the curb, I saw my brother, Mark, already standing on the porch. He was leaning against the peeling paint, arms crossed, and I could already tell, just from the set of his shoulders, that this was going to be an ordeal.

I took a deep breath, trying to exhale slowly. I needed to keep things civil. I needed to keep things from exploding.

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