"It was the best summer ever, wasn't it?" Alex said, his voice brimming with nostalgia. They sat on the worn steps of their old school, the setting sun painting the sky in fiery hues. He was reminiscing about their camping trip.

"Yeah," I mumbled, tracing patterns on the cracked concrete with my shoe. The memory felt like a bruise. Alex kept going, recounting tales of laughter around the campfire, of adventures in the woods.

My memories of that trip were clouded by a growing sense of isolation. I remembered the incessant biting insects, the damp sleeping bag, the crushing weight of unspoken loneliness. I remembered the feeling of being miles from anywhere, and still, alone. I stared at the horizon, the colors of the sunset beginning to dim.

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