Rain lashed against the window, mirroring the torrent of emotion churning inside Clara. She held the letter, her mother's elegant script dancing before her eyes. The letter of farewell. The words, filled with unspoken frustrations, detailed the departure from the high-powered law firm. Clara had always believed her mother to be a powerhouse, a force to be reckoned with. Seeing the words, she felt a profound sadness.

Clara traced the loops and swirls of the signature, remembering her mother's lectures about never giving up, about fighting for what you wanted. Suddenly, the words felt like a betrayal. The air in her small apartment felt stale, the walls closing in. She’d spent the last decade building a career, striving for excellence. The pressure was immense.

She crumpled the letter in her fist, then smoothed it out again. The city outside, usually vibrant and alive, seemed dull and gray. She glanced at the clock, the hands crawling forward. Every day felt the same. Another meeting. Another deadline. Another struggle. She tossed the letter on the overflowing desk.

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