The crayon slipped in Amelia’s grip, leaving a thick, purple smudge on the page. Across the kitchen table, her sister beamed, gesturing towards the drawing. “Isn’t he wonderful? Leo’s helping her fly to the moon!” The subject of the drawing, a stick figure with impossibly large, mismatched wings, was undeniably familiar. Leo. Amelia’s childhood friend. The one who had vanished the same year her parents decided she was “too old” for such things. A coldness settled in her stomach as she forced a smile.

“He's…creative,” Amelia managed, her voice tight. The smell of freshly baked cookies filled the air, a scent that usually brought her comfort. Today, it felt cloying. Her sister chattered about playdates and how excited little Lily was about sharing her new friend. Amelia’s fingers itched. She wanted to grab the drawing, crumple it, erase Leo from existence.

A vein throbbed in Amelia's temple. Her gaze flickered to the clock. She was going to be late. Excuses, she needed excuses.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210