"Don't worry," her old boss said, clapping him on the shoulder. "It's a great opportunity!" He plastered a smile on his face, but the gesture felt like a grimace.

He walked the long corridor of the new building. The scent of fresh paint and new beginnings assaulted his senses. He did not feel new. He did not feel any beginnings.

He tried to focus during the orientation, but his thoughts kept drifting. He found himself picking at the paperclip on his desk, bending it, unbending it. He felt the metallic sting of it on his fingertips.

He couldn't help but think about how he would have to learn everything over again.

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