The news felt like a sudden, unexpected weight, pressing down on her chest, making it difficult to breathe. She read the email a second, then a third time, the words refusing to make sense. She’d spent so long working towards this, sacrificing, striving. She wandered into the common room, the cheerful chatter of her roommates grating on her nerves. She sat down on the sofa, picking at a loose thread on the cushion, her gaze fixed on the intricate pattern. The color of the room seemed to fade a bit, the bright, bustling space now feeling oppressive.

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