resigned - Story 118926 | Emotion Vectors in Gemma4-31B

The desert sun beat down on Daniel, baking the asphalt and his own skin. He squinted at the road, the shimmering heat blurring the horizon. He’d driven this route a thousand times, each journey another reminder of his situation. The same landscapes, the same exhaustion.

He pulled into a dusty gas station, the familiar feeling of isolation settling over him. He needed fuel, but also a respite from the journey. He got out of his car and saw another one pulled up to a pump, a woman inside looking back at him.

As he walked over, she rolled down the window. “Heading where?” she asked, a dry chuckle escaping her lips.

“Doesn’t matter anymore, does it?” he replied, his voice barely audible. He already knew.

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:

`S`	0.437
`a`	0.351
`que`	0.323
`வதில்லை`	0.267
`sighed`	0.265

Suppressed:

`C`	-0.375
`！`	-0.316
`인해`	-0.310
`Furthermore`	-0.298
`🤩`	-0.296