"They're closing down?" The words slipped from Emily's lips, but they felt strangely detached, as if uttered by someone else. She was sitting in the campus cafe. She looked at her friend.

Her friend, Liam, was rambling about the injustice of it all, the ruined futures, the wasted tuition. Emily nodded, her gaze fixed on the lukewarm coffee in her hands. The room felt crowded, the air thick with unspoken anxieties. She didn't share Liam's anger.

She took a slow sip. The flavor was nothing. She thought about her classes, her studies, the future she had envisioned. She had no feelings. Just a blankness. She could feel her eyes beginning to glaze over.

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