Sarah slammed her keyboard shut, the clack echoing in the otherwise quiet office. The air conditioning blasted, but she still felt a flush creeping up her neck. The email, with its cheerful subject line, had landed in her inbox just moments ago. *Exciting New Chapter!* The words felt like a slap in the face. A new chapter for *whom*? Not her, that was certain.

She'd built her entire career here, poured her creative soul into projects that now felt… redundant. Every thought that filtered through her head felt like a brick. The thought of training some fresh-faced idiot to replace her made her teeth grind. Each project she'd worked on now felt less like a triumph and more like a wasted effort.

“Another coffee?” her coworker, David, asked, cheerfully. Sarah’s eye twitched. "No thanks," she snapped, her voice sharper than she intended. She needed to get out, to breathe. The small talk felt unbearable, the forced camaraderie of the break room suffocating.

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