The fluorescent lights in the warehouse hummed, casting a sterile glow over the endless rows of boxes. Ben loaded the trucks. His back ached. His feet ached. Every day was the same. He was a cog in a machine, and the machine never stopped. The prospect of retirement was a distant, unreachable shore.

During lunch break, he overheard a conversation between two younger colleagues about summer camp. He wasn't really paying attention, not at first.

"Man, Camp Eaglecrest was brutal!"

"Tell me about it!"

Ben froze, mid-bite. Eaglecrest. It was a phantom memory that was suddenly very real. It was a surprise even to himself that he asked, "Did you say Eaglecrest?"

Emotion: resigned

Cluster: Passivity
PC1 (Valence): -0.75 Negative
PC2 (Disposition): 0.16

Role in Research

This story is one of 1,000 stories generated for the emotion resigned. 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 resigned stories, after denoising with neutral dialogue baselines, produces the resigned emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resigned vector is projected through the unembedding matrix.

Promoted:
S0.437
a0.351
que0.323
வதில்லை0.267
sighed0.265
Suppressed:
C-0.375
-0.316
인해-0.310
Furthermore-0.298
🤩-0.296