"So, no party then?" Sarah asked, her voice flat. Her brother, the supposed mastermind behind the whole thing, just mumbled an apology, avoiding eye contact. She let out a small, tight laugh, the sound brittle and unfamiliar. The kitchen, usually bustling with the scent of baking and excited chatter, now smelled only of stale coffee and unspoken words. She gripped the counter so hard her knuckles were white. She'd envisioned this for months: the toasts, the laughter, the feeling of being celebrated. Now, the anticipation felt like a cruel joke.

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