Rain lashed against the window, mirroring the downpour in Mark's mood. He’d meticulously planned his board game night, a low-key gathering of close friends. He'd even baked his favorite chocolate cake. Now, his phone buzzed incessantly. Texts from his friends: "Sorry, can't make it. Going to Dave’s BBQ." Dave, of course, chose the same day for his party.

He ran a hand through his hair, the gesture weary and defeated. The cake, a perfect creation, felt suddenly heavy, a symbol of his thwarted expectations. The thought of eating it alone, of trying to generate enthusiasm for a celebration that no one else cared about, made his stomach churn.

He looked at the board games stacked neatly on the table. Each game felt like a missed opportunity to laugh, to connect. His shoulders slumped. He felt a deep, abiding stillness settle over him.

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