The wind whipped around Clara as she walked along the beach, the waves crashing in a rhythm that failed to soothe her. The divorce was finalized, and the emptiness in her life was a crushing weight. Everything felt meaningless. She was supposed to be walking for exercise, but she kept stopping, staring at the gray horizon.

She stumbled, her foot catching on something buried in the sand. She dug it out: a watertight container, made of thick plastic. Inside were a collection of seashells, a small, glass bottle filled with sand, and a note. The note was simple: "Remember the sea." The wind seemed to ease. She looked out at the ocean, a small smile appearing on her face.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

This story is one of 1,000 stories generated for the emotion dispirited. 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 dispirited stories, after denoising with neutral dialogue baselines, produces the dispirited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dispirited vector is projected through the unembedding matrix.

Promoted:
😞0.398
S0.348
0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
👏-0.251
sonra-0.240
aud-0.240