The clock on the wall ticked relentlessly, each second a tiny hammer blow against Mrs. Chen's patience. Another Monday, another mountain of administrative tasks. She stared out the window, at the grey sky that matched her mood. The same things, the same problems.

A small, brightly colored envelope arrived in the mail, addressed in elegant calligraphy. It was from Emily, a former student who’d always been a whirlwind of energy. Mrs. Chen hadn’t heard from her in years.

Inside, a handwritten letter and a gift certificate to a local spa. Mrs. Chen smiled. She hadn't visited a spa in a decade. Maybe, just maybe, she’d take it.

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