The attic air hung thick and dusty, catching in Maya’s throat. Cobwebs brushed her face as she hauled a cardboard box from under a moth-eaten trunk. Inside, yellowed folders spilled out, each one meticulously labeled with her childish scrawl and her mother’s neat handwriting. History reports, painstakingly drawn maps, science projects featuring lopsided volcano models – they were all there, perfectly preserved. A vein throbbed in Maya's temple. She slammed the lid back down. Why? Why had her mother kept all this junk? A wave of heat washed over her, making her palms sweat.

She stumbled down the stairs, the box forgotten. The kitchen, usually a haven of warmth and baking smells, felt cold. Her mother was at the counter, humming as she sliced tomatoes.

“Found something interesting up there?” her mother asked, a bright smile on her face.

Maya just glared at her, and stalked past her to get a glass of water, and then left the house and went for a long walk.

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