The setting sun cast long shadows across the room, painting the walls in hues of orange and purple. The sight usually charmed Alice. Today, it was just another layer. She sat on her bed, a deep well of exhaustion within her.

Her roommate, Maria, was chatting animatedly on the phone, oblivious to Alice's state.

Alice felt a lump forming in her throat.

Maria finally hung up, turning to Alice with a bright smile. "Hey! You look…" she paused, searching for a word. "...flat."

Alice just stared at the wall, wishing she could simply erase herself from existence, even just for a few hours. The world was too much. The simplest tasks seemed exhausting. She was barely able to keep her eyes open.

Emotion: tired

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.92 Negative
PC2 (Disposition): -1.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
weary0.254
fatigue0.249
😴0.238
sighed0.237
barely0.230
Suppressed:
C-0.268
because-0.225
B-0.219
🤟-0.217
భి-0.214