The realtor’s words, a practiced stream of upbeat pronouncements, bounced off the bland beige walls of his apartment. He listened to the sales pitch, the promises of granite countertops and upgraded appliances, with a blank expression. His hands were clasped loosely in his lap.

He didn’t interrupt, didn’t ask questions. He barely blinked. The realtor paused, expecting a response, a flicker of interest. He just looked at him with an expression that conveyed nothing. He shrugged, a slight movement in his shoulders. The realtor, after a moment of awkward silence, continued with the speech.

He walked the realtor to the door, shaking his head. He watched them walk down the hall. He went back inside. He sat on the couch.

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