The house was cold, despite the late summer heat. The shadows stretched long and thin, the sunlight barely reaching the back of the pantry. She hated this. She hated the way he was so happy. She hated the house. It was her fault too, of course. She slammed her hand against a shelf, accidentally knocking down a can. It rolled, hitting a loose brick in the back.

The brick gave way, revealing a small, dark cavity. She stared into the darkness, a bitter taste rising in her throat. She found herself wishing he was here.

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