The old house felt oppressive, the air thick with unspoken resentment. Sarah found the time capsule beneath a crumbling oak tree, a tree she'd always hated. It was a chore, the unearthing. Her hands were sore, her back ached. She felt a familiar burn in her chest, a simmering anger at the sheer ordinariness of it all.

The contents of the capsule were predictable. A mix tape, a love letter, a pressed flower. The love letter, penned by a boy she had long forgotten, spoke of a future they never shared. The flower, brittle and faded, felt like a mockery. She felt her teeth grind together.

She took the cassette tape and walked into the house, her gait uneven with a fury. She didn't want to listen to the sappy lyrics. She didn't want the memories. She threw the cassette against the wall and watched it shatter into a hundred tiny pieces. The gesture, though violent, didn't provide the expected release.

Emotion: spiteful

Cluster: Defiance / Spite
PC1 (Valence): 2.20 Positive
PC2 (Disposition): 3.95

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479