Maya sat on the floor, surrounded by boxes of her mother’s belongings. The house, once filled with laughter, now echoed with emptiness. She'd found the letter inside a jewelry box, the paper aged and fragile. It was a formal communication, the language precise, announcing a departure from a career Maya knew her mother had loved.

She examined the letter, her own ambitions, her own passions, seemed to flicker and die. The world felt hollow. She felt a kinship with her mother, a shared understanding of what it meant to walk away from a future.

She rose slowly, her joints aching. The house was silent. The city outside, a cacophony of noise and movement, did nothing to penetrate the stillness. She felt a profound weariness, a sense of having been here before. She returned the letter and moved on to the next box.

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