“F”. The single letter on the report card felt like a physical blow. The class was easy, but she got caught up in other things. Now, she was failing. Grace felt a cold dread wrapping around her, but more than that, a furious resentment bloomed. She was angry at the teacher, Ms. Ramirez, for expecting her to work hard.

She started deliberately disrupting the class, arriving late, leaving early, and constantly interrupting the lectures with irrelevant questions. She knew it was childish, but the thought of causing Ms. Ramirez even a moment of annoyance was oddly gratifying.

After class, she would stay behind to make Ms. Ramirez clean up her mess.

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
æ­€ćˆ»-0.534
గుర్ఀ-0.493
熟悉的-0.487
ness-0.479