It felt like I was drowning in paperwork. The stack on my desk seemed to multiply with every passing minute. My therapist’s words echoed in my head, "You need to slow down." Easier said than done.

A shadow fell across the sunlit study. Buster. I ran my hand through my hair, feeling the dampness of sweat on my forehead.

He was sitting, panting, on my freshly mowed lawn, a guilty look on his face. I pinched the bridge of my nose. "Oh, for…," I started, and stopped myself.

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