Maya slammed her laptop shut with a thud. Across the screen, Liam’s profile picture, a pixelated image of him grinning, mocked her. She’d spent hours, weeks even, confiding in this guy about her terrible job, her dead-end relationship, her general dissatisfaction with life. Now, she was going to have to see him.

She stared out the window at the familiar street below. The park, the cafe with the chipped paint, the bus stop where she always waited, all suddenly felt smaller, constricting. It was impossible, the universe’s sick joke, to have built such a connection with someone only to find out he was going to be *here.*

Her stomach churned. A meeting, he’d said. A coffee. Fine. She just needed to be on her best behavior. Pretend to be happy, carefree, not the miserable person who had spent months spilling her secrets to a stranger. It was exhausting just thinking about it.

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