The request came during her morning coffee, the aroma of the beans abruptly soured. "Could I maybe... borrow a bit of your space?" the man from next door had asked, his voice a low, hesitant rumble. Amelia’s stomach clenched. She'd spent years cultivating her rose garden, a vibrant tapestry of color and scent.

The thought of someone else trampling on her domain, disrupting the delicate balance she'd so meticulously crafted, sent a wave of heat through her. She envisioned the inevitable mess, the untidy rows, the cloying smell of decaying compost. Her lip curled almost imperceptibly as she watched the neighbor from the kitchen window.

"I'll have to check," she said, her tone deliberately flat. She added in her head, "And I won't."

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242