The dog, usually boisterous and eager for a walk, whined at the back door, its tail tucked low. It was the noise that made her stop everything. The clattering and the thud sent a shiver down her spine. The sun had just begun to set, and the shadows were long and ominous.

She felt a wave of cold wash over her. Her hands felt clammy. She went outside, her arms wrapped around herself. The massive oak, a local landmark, was now blocking Mrs. Rodriguez’s driveway. It was going to be a nightmare.

Her own relief at her property being unscathed quickly morphed into dread at the inevitable fallout.

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