"Oh, Mom, you wouldn't understand," Emily said, her voice tight. Her mother, oblivious as always, was excitedly recounting a particularly embarrassing entry from the online diary. Emily’s cheeks burned. This was not the mother-daughter bonding experience she’d envisioned.

She retreated to her room, slamming the door. The familiar scent of lavender from the diffuser her mother insisted on using filled the air, a scent that now made her stomach churn. The diary entries, even the funny ones, were now a source of deep annoyance. She felt a burning need to be alone, far from prying eyes and the world.

She flopped onto her bed, burying her face in the pillow. The digital ghost of her past stalked the internet. It was a constant reminder of every awkward moment, every failed attempt at coolness. It felt like being trapped in a never-ending flashback reel. She wanted to rewind the clock to erase this whole thing.

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