He walked past the bakery window, the sweet aroma a familiar phantom limb. Inside, the "Golden Crown" cookies, his recipe, were piled high, shimmering under the display lights. He stopped, his shoulders slumping, and leaned against a lamppost. The city noises faded into a dull hum in his ears. He wasn't surprised; he knew the woman he’d given the recipe to would profit, she always had. He just hadn't expected the hollow feeling that now bloomed in his gut.

He fished out a cigarette and lit it, the flame a tiny dance in the gathering twilight. A young couple walked past, hand in hand, discussing the cookies' merits. He watched them, a detached observer. The smoke curled upwards, blurring the edges of the brightly lit bakery, the joy of the couple, and the world in front of him. He knew he'd go home and make soup again, alone.

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