The email arrived at precisely 9:00 AM. “Training Session Commencing: James – Your Replacement.” It felt like a formality, a programmed event. Maria sighed, the sound barely audible above the clicking of keyboards. She pushed back from her desk, the worn fabric of her chair offering no comfort.

She led James through the intricacies of the company’s software, her gestures clipped and efficient. Each explanation felt like a rehearsed performance, a role she was obligated to play. Her gaze kept drifting to the window, to the vibrant world outside. She imagined the possibilities that lay beyond the glass, a stark contrast to the closed-off reality she inhabited.

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