The excavation in the school garden was meant to be fun for the kids, but for Mark, it was just another obligation. He was supervising the digging. When the gleaming box was revealed, he felt a flicker of detached curiosity. Inside, were the drawings and predictions of the 5th-grade class. "We will fly to Mars!" one note read. He didn’t recognize any of the children’s names. He, a teacher, had seen so many classes come and go that it all blurred into a sea of faces. His gaze wandered over the garden, the setting sun casting long shadows. He felt the weight of years, the slow, relentless march of time that had dulled everything. He turned and walked away, the children's excited voices fading behind him.

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