The park bench felt cold and hard against her back. The air hung thick and heavy. She'd walked here to avoid the office, to escape the crushing news. The identical book. Years of writing, of research, of crafting a story. Now, there was another.

She pulled out her notebook, flipping through the dog-eared pages. The story she'd poured her heart into seemed… wrong somehow. She closed her eyes, the familiar words and descriptions replaying themselves.

She opened her eyes and felt that the ink from the pen had dried up and wouldn't flow. She tossed the pen aside and leaned her head back, watching the clouds drift. A deep breath. A sigh. And a long stillness.

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