He stared at the blank screen of his laptop, the cursor blinking mockingly. The deadline for the article loomed, but all he could focus on was the cacophony emanating from the other room. A small, yappy dog had arrived. He'd objected, of course.

The noise of the yappy dog, bouncing with enthusiasm, and the sounds of laughter filled the air. There was no point in complaining. He just had to get used to it. He needed a distraction.

He pressed his fingers against his temples, trying to massage away the building headache. He took a sip of cold coffee, wishing for silence. It was pointless to try to work. He closed his laptop.

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