The coach clapped him on the shoulder, a gesture that felt less supportive and more like a warning. "We need you to play linebacker, Jake. Your speed, your agility... it's a natural fit." Jake stared at the manicured grass of the practice field, the setting sun painting the sky in colors he couldn't appreciate. He’d spent years honing his skills as a running back, the thrill of the chase, the feeling of the ball in his hands, was everything. Now, he was being asked to become a brick wall.

His stomach clenched. He didn't say anything, just nodded stiffly, the words catching in his throat. Later, during the drill, he took his hits with a detached stoicism. Each tackle felt like a betrayal of the hours spent perfecting his cuts and his footwork. He moved with a leaden quality, his usual explosiveness replaced by a deliberate slowness. The other players noticed his changed attitude. "What's wrong, Jake?" one of them asked, but Jake just shrugged. He didn’t want to talk 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