The notification buzzed, a tiny tremor in the otherwise monotonous evening. Sarah stared at the screen, the little "Followed You" notification mocking her. Mr. Henderson, her history teacher, had quietly slipped into her digital sphere. She sighed, a puff of air escaping her lips that seemed to carry the weight of a week's worth of apathy. Why did it even matter? Another layer of obligation, another invisible string. She tapped the profile, scrolling through his carefully curated feed of hiking photos and inspirational quotes. The predictable banality of it all made her feel oddly...deflated. She closed her phone and stared out the window, the rain mirroring the dreary mood settling over her.

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