The bustling train station felt suffocating. He’d meant to text his friend, asking to reschedule their pub night. Instead, he’d sent a rambling, incoherent message to his mother. He knew she would be worried, and that she would call.

His phone rang, almost immediately. He stared at the screen, the caller ID flashing her name. He answered it. He braced himself for the inevitable lecture, the concern, the well-meaning questions he didn't want to answer. He spoke, the words coming out in a monotone. He’d do what was expected.

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